Our Chancellor Amma places a strong emphasis on research activities. Rather than simply memorising all the knowledge that has been accumulated in a particular field, Amma wants us to delve deeper, to explore, to discover for ourselves. She is always encouraging the students and faculty of Amrita Vishwa Vidyapeetham to undertake research and development work that will benefit society.

They are heeding her call: exciting, original research is taking place in the fields of information technology, engineering and medicine, among others. At CEN also we have undertaken and succesfully completed several research projects, some of which are listed below.

In keeping with the research thrust at Amrita, Center is actively involved in the areas of Computational Linguistics and Natural Language Processing. A massive translation project is underway that aims to develope tools to translate web content from English to Indian languages. This initiative, when complete, will enable every child in India to access information in his or her own mother tongue. Research is also ongoing in the area of speech translation.

Research at CEN is multidisciplinary in nature. The key research areas are:

  1. Unmanned Aerial Vehicles
  2. Robotics
  3. High Performance Computing for Cryptography and Cryptanalysis
  4. Computational Chemistry
  5. Machine Learning ( with tools like Neural Network, Support Vector Machines, Graph Learning Algorithms)
  6. Wireless Sensor Networks for Remotely Controlling Aquaponic System and Precision Farming
  7. Wireless Communication with Software Defined Radio
  8. Advanced Signal Processing methods like Wavelet Theory, Sparse Signal Representation, Compressive Sensing, PDE based Image Processing
  9. Geographical Information System
  10. Natural Language Processing (Text and Speech)
  11. Vibration Analysis
  12. Radio Astronomy

Research at CEN requires financial foundation which is met by undertaking projects funded by the Ministry of IT, ISRO, DRDO, NPOL, MHRD, DST, DIT, CDAC, and Coconut Development Board, Government of India. Total research grant is over 33 million INR.

Completed Projects:

Project Title Sponsoring Agency
Massively Parallel Support Vector Machines for Target Classification NPOL
Analysis and Characterization of Fluid Flow using PIV & PLIF ISRO
Machine Fault Simulator for Space Vehicles ISRO
Development of Image Fusion Techniques and Measurement ADE
Development Of Methodologies for Detection of Digital Contents Plagiarism MCIT
Development of Infrastructure for Remote Sensing Applications ISRO
Video Summarization and Annotation for Content based Retrieval ADRIN

Ongoing Projects

Project Title Sponsoring Agency
Machine Translation System for English to Indian Languages MCIT
Creation of Linguistic Tools and Corpora for Indian Languages MHRD
Vibration Damper for Launch Vehicle Applications ISRO
Particulate Polymer Composites for Space Applications ISRO
Joint Development of Speech Modules DIT-CDAC
muShare: Multi-User Realtime Shared Access Platform for Remote Experimentation MHRD
openLab: Open Source Graphical Programming Environment for Scientific Computing Applications MHRD
Process Monitoring and Control for Ultra-Precision Machining of Titanium Alloys DRDO
Improving Coconut Production in Kerala using Soil data through Remote Sensing and GIS Technique Coconut Development Board – GoI
Analysis, Processing and Synthesis of Emotions in Speech DST
Wordnet DIT

Current M. Tech. Projects

  1. Betterment of Stability and Control in UAV
  2. Performance Evaluation for an HMM- based Keyword Spotter (KWS) in a Real Time Environment for Tamil Language
  3. Kinect controlled arduino based impersonating robotic arm
  4. Analysis and Compensation of Lombard Effect Speech
  5. Voice Controlled Arduino Robotic Arm for Object Recognition
  6. Cryptography on GPU
  7. Sparsity based Image Inpainting using Ricci Flow
  8. Bending Invariant Mesh Generation using GPU
  9. Mesh Segmentation Using GPU
  10. EEG Controlled Arduino Robotic Arm
  11. Audio Watermarking: Sparse way
  12. Analysis of Excitation Source and Vocal tract Information in Emotional Speech
  13. Kronecker Compressive Sensing
  14. Design and Implementation of OFDM based Communication System in GNU Radio Platform
  15. FPGA based Ant Colony Optimization for MIMO Transceiver
  16. Improvisation of Spectral Unmixing Algorithms by the Incorporation of Appropriate Preprocessing Techniques for Band Selection
  17. Radar Imagery in Mining Surveillance
  18. Solar Activity Effects on Ionosphere
  19. Hyperspectral Image Segmentation for Improving Classification Accuracy
  20. Dictionary Based Background Subtraction
  21. High Performance Mimo Systems using Simulated Annealing
  22. Implementation of Particle Swarm Optimisation Algorithm on FPGA for MIMO Systems
  23. 3D Face Model based on Partial Differential Equations
  24. Design and Implementation of MIMO based Communication System in GNU Radio Platform
  25. Shape from Shading And Viscosity solutions
  26. A Cryptographic Approach to Video Watermarking based on Compressive Sensing, Arnold Tranform, Sum of Absolute Deviation and Svd
  27. Arduino based Wireless Sensor Network for Controlling and Monitoring Aquaponic System
  28. Digital Gardening using Mote based Wireless Sensor Network

Software Systems Developed

  1. DVAIT: Plagiarism Detection Service
  2. AMriTS: Amrita Machine Translation System
  3. Generic Framework for Linguistic Tools in Indian Language Morph Analyzer / PoS Tagger / Chunker / Dependency Parser / WordNet / Transliteration
  4. VIPIV: Virtual Instruments for Particle Image Velocimetry
  5. ClusNIX: Automated Toolkit for Network Clustering

Amrita CEN DVAIT: Plagiarism Detection Service

Amrita CEN DVAIT: Plagiarism Detection Service

Amrita CEN AMriTS: Amrita Machine Translation System

Amrita CEN AMriTS: Amrita Machine Translation System

Amrita CEN AMriTS: Amrita Machine Translation System

Hardware Systems Under Development

  1. Scalable Architecture for Remote Triggered Virtual Labs
  2. High Speed Data Acquisition System with RF Frontend
  3. SDR-based Satellite Ground Station System
  4. GrameenNet : Low-cost SDR-based GSM Base Station

Amrita CEN Hardware Systems under Development

Amrita CEN Hardware Systems under Development

Amrita CEN Hardware Systems under Development

Amrita CEN Hardware Systems under Development

 

Books Published

COMPUTATIONAL CHEMISTRY AND MOLECULAR MODELING

COMPUTATIONAL CHEMISTRY AND MOLECULAR
MODELING

Dr Ramachandran K. I., Dr. Deepa G., Krishnan Namboodiri
Published By: Springer Publications.

DIGITAL SIGNAL AND IMAGE PROCESSING

DIGITAL SIGNAL AND IMAGE
PROCESSING

Dr. K.P. Soman, R. Ramanathan
Published By: Elsevier.

MACHINE LEARNING WITH SVM AND OTHER KERNEL METHODS

MACHINE LEARNING WITH SVM AND OTHER
KERNEL METHODS

Dr. K. P. Soman, Ajay V., Loganathan R.
Published By: Prentice-Hall, India.

FRACTALS FOR EVERYONE
Online version: http://cen.amritafoss.org/downloads/
Manu Unni, Praveen Krishnan, Dr. K. P. Soman.

INSIGHTS INTO DATAMINING: FROM THEORY TO PRACTICE

INSIGHTS INTO DATAMINING: FROM THEORY
TO PRACTICE

Dr. K. P. Soman, Shyam Diwakar, Ajay V.
Published By: Prentice-Hall, India.

INSIGHTS INTO WAVELETS: FROM THEORY TO PRACTICE

INSIGHTS INTO WAVELETS: FROM THEORY
TO PRACTICE

Dr. K. P. Soman, Dr. Ramachandran K. I., Resmi N. G.
Published By: Prentice-Hall, India.

FORTHCOMING BOOKS

  • GPU and SAGE for Cryptography and Cryptanalysis
  • Embedded Computing with Arduino and Raspbery PI
  • Modern Wireless Communication Theory and Practice with Software Defined Radio
  • Control aspect of Unmanned Aerial and Underwater Vehicles
  • Compressive Sensing through Linear Algebra point of view
  • Robotics and Computer Vision using Geometric Algebra
  • Machine Learning for Language Processing
  • Data Mining in Excel

Publications

  • Aravind, A., Kumar M., A. Machine learning approach for correcting preposition errors using SVD features, Proceedings of the 2014 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014
  • Sanjanaashree, P., Anand Kumar, M. Joint layer based deep learning framework for bilingual machine transliteration Proceedings of the 2014 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2014, ICACCI 2014; Delhi; India;, p.1737 - 1743 (2014)
  • Santhosh, S., Abinaya, N., Rashmi, G., Sowmya, V., Soman, K.P. A novel approach for denoising coloured remote sensing image using Legendre Fenchel Transformation 2014 International Conference on Recent Trends in Information Technology, ICRTIT 2014, 
  • Anand Kumar, M., Rajendran, S., Soman, K.P. Tamil word sense disambiguation using support vector machines with rich features​ International Journal of Applied Engineering Research, Volume 9, Number 20, p.7609-7620 (2014)   
  • Sanjanaashree, P., Anand Kumar, M., Soman, K.P. Language learning for visual and auditory learners using scratch toolkit 2014 International Conference on Computer Communication and Informatics: Ushering in Technologies of Tomorrow, Today, ICCCI 2014
  • Gandhiraj, R., Soman, K.P. Modern analog and digital communication systems development using GNU Radio with USRP Telecommunication Systems, Volume 56, Number 3, p.367-381 (2014)
  • Ravindranath, S., Ram, S.R.N., Subhashini, S., Reddy, A.V.S., Janarth, M., Aswathvignesh, R., Gandhiraj, R., Soman, K.P. Compressive sensing based image acquisition and reconstruction analysis Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014 (2014)
  • Kumar, S.S., Manjusha, K., Soman, K.P Novel SVD based character recognition approach for Malayalam language script Advances in Intelligent Systems and Computing, Volume 235, p.435-442 (2014)
  • Prabha, P., Sikha, O.K., Suchithra, M., Soman, K.P. Accelerating the performance of DES on GPU and a visualization tool in Microsoft Excel Spreadsheet Advances in Intelligent Systems and Computing, Volume 235, p.435-442 (2014)
  • Jegadeeshwaran, R., Sugumaran, V., Soman, K.P. Vibration based fault diagnosis of a hydraulic brake system using Variational Mode Decomposition (VMD) SDHM Structural Durability and Health Monitoring, Volume 10, Number 1, p.81-97 (2014)
  • Resmi, N.G., Soman, K.P. Multiresolution analysis of source code using discrete wavelet transform International Journal of Applied Engineering Research, Volume 9, Number 22, p.13341-13360 (2014)
  • Anand Kumar, M., Dhanalakshmi, V., Soman, K.P., Rajendran, S.  Factored statistical machine translation system for English to Tamil language Pertanika Journal of Social Science and Humanities, Volume 22, Number 4, p.1045-1061 (2014)
  • Nimmi, S., Saranya, V., Theerthadas, Gandhiraj, R. Real-time video streaming using GStreamer in GNU Radio platform Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014, Coimbatore; India (2014)
  • Jijeesh, K.R., Anupama, V., Raghavachari, C Study of polyphase structure made easy using GNU Radio Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014
  • Anil, R., Danymol, R., Gawande, H., Gandhiraj, R. Machine learning plug-ins for GNU Radio Companion Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014
  • Sreelakshmi, S., Ashitha, P.S., Pradeep, A., Gandhiraj, R. Measurement of radiation pattern of Quadrifilar Helix Antenna (QHA) using GNU Radio Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014
  • Danymol, R., Ajitha, T., Gandhiraj, R. Real-time communication system design using RTL-SDR and Raspberry Pi ICACCS 2013 - Proceedings of the 2013 International Conference on Advanced Computing and Communication Systems: Bringing to the Table, Futuristic Technologies from Around the Globe, Sri Eshwar College of Engineering' CampusCoimbatore (2014)
  • Ajitha, T., Joy, E., Anishjoyce, A., Gandhiraj, R. Radiation pattern measurement of log-periodic antenna on GNU Radio platform Proceeding of the IEEE International Conference on Green Computing, Communication and Electrical Engineering, ICGCCEE 2014, Coimbatore; India (2014)​
  • Kanimozhi, M., Geetha, P. A new boost switched capacitor multilevel inverter using different multi carrier PWM techniques 2014 International Conference on Circuits, Power and Computing Technologies, ICCPCT 2014, Noorul Islam UniversityNagercoil, Tamil Nadu; India (2014).
  • Govind, D., Biju, A.S., Smily, A. Automatic speech polarity detection using phase information from complex analytic signal representations 2014 International Conference on Signal Processing and Communications, SPCOM 2014, Indian Institute of ScienceBangalore; India; (2014)​
  • Adiga, N., Govind, D., Prasanna, S.R.M.Significance of epoch identification accuracy for prosody modification 2014 International Conference on Signal Processing and Communications, SPCOM 2014, Indian Institute of ScienceBangalore; India (2014)​
  • Raghavachari, C., Shanmugha Sundaram, G.A. Efficient use of bandwidth by image compression for vision-based robotic navigation and control International Conference on Communication and Signal Processing, ICCSP 2014 - Proceedings, Adhiparasakthi Engineering CollegeMelmaruvathur; India (2014)
  • Maddikonda, S.S., Shanmugha Sundaram, G.A.SAR image processing using GPU International Conference on Communication and Signal Processing, ICCSP 2014 - Proceedings, Adhiparasakthi Engineering CollegeMelmaruvathur; India; (2014)
  • Sivakumar V. and Asish Ramesh U.N., Non-linear 3D Finite Element Analysis of the Femur Bone, International Journal of Research in Engineering and Technology (IJRET), Vol. 2, Issue 3, PP 266-275, March 2013.
  • A. V. Sreedhanya and K. P. Soman, Ensuring security to the compressed sensing data using a steganographic approach, Bonfring International Journal of Advances in Image Processing, Vol.3, No.1, March 2013.
  • Namboori P. K., Ranjini U. P., Manakadan A. A., Jose A., Silvipriya K. S., Belzik N., Deepak O. M., Computational modeling of Environmentally Responsive Hydrogels (ERH) for drug delivery system, Current Computer Aided Drug Design, March 2013.
  • Meenudas, Jinty Sukumaran, Praveenkumar, Vadivel, Krishnan Namboori P. K.,Pharmacogenomic Analysis of Individual Variation in Prostate Cancer, International Journal of Research in pharmaceutical Sciences(ijrps), 4(1), 70-72.ISSN:0975-7538, February 2013.
  • Amitha P. L. ,Geethu Joy, Geethu S Pillai, Tharakrishnan L., K. P. Soman, Innovative use of What if analysis for visualization, International journal of soft computing and engineering(IJCE), ISSN :2231- 2307, Volume –X, Issue –X, January 2013.
  • Anand Kumar Rajasekharan, Jayesh Krishnakumar, Suhanya Manoharan, Vijayalakshmy Naagaraj, Guhan Srinivasan and T.Ramachandiran, Synthesis and charachterization of sulphonated Poly (Ether ether ketone)-montmorillonite clay compositesfor polymer electrolytemembranes ,Research and Reviews in Electrochemistry , Vol. No. 4(3), Page No.87-95, 2013.
  • Sikha O K, Sukanya P, Pinchu Prabha, Suchithra M, Understanding CDMA in Linear Algebra Point of View and its Simulation in Excel, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March 2013
  • Ganga Gowri B, Hariharan V, Thara S, Sowmya V, Sachin Kumar S, Soman K.P, 2D Image Data Approximation using Savitzky Golay Filter - Smoothing and Differencing, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March
  • P. Muralikrishna, Lakshmi K, K P Soman, Compressive Estimation of UWA channels for OFDM transmission using iterative sparse reconstruction algorithms, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March 2013
  • Sruthi M B, Abhirami M, Akhil Manikkoth, Gandhiraj R, K P Soman, Low cost digital transceiver design for software defined radio using rtl-sdr, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March 2013
  • Neethu Prasannan, Gintu Xavier, Akhil Manikkoth, Rakesh Peter, Gandhiraj R, K P Soman, OpenBTS Based Microtelecom Model:A Socio- Economic Boon To Rural Communities, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March 2013
  • Suchithra M, Sikha O K, Pinchu Prabha, Sukanya P, An Experimental Study on Application of Orthogonal Matching Pursuit Algorithm for Image Denoising, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March 2013
  • Aarthy G, Amitha P L, Geethu S Pillai, Tharakrishnan L, Sowmya V, K P Soman, A Comparative Study of Spike and Smooth Separation from a Signal using Different Overcomplete Dictionary, International Multi Conference on Automation, Computing, Control, Communication and Compressed Sensing, March 2013
  • Jyothish lal G,Veena V K ,Dr.K P Soman,”A cryptographic approach to video watermarking based on compressive sensing, Arnold transform, sum of absolute deviation and SVD” 4-6 June 2013.
  • Abirami M, Hariharan V, Sruthi M.B, Gandhiraj R Soman K.P, “Explotting GNU Radio and USRP: An Economical Test Bed for Real Time Communication Systems” at 2013, 4th International conference on computing, communications and Networking Technologies (ICCC NT-2013), held at Vivekanandha College of Engineering for women, Tiruchengode on July 5, 2013.
  • Jyothish lal G,Veena V K , Dr.K P Soman,”A combined crypto-steganographic approach for information hiding in audio signals using sub-band coding, compressive sensing and singular value decomposition”,published in SSCC 2013,CCIS 377,pp. 52-62 Springer,Hiedelberg August 22- 24, 2013.
  • Ramesh, K.,Prasanna, S.R.M., Govind, D `Detection of glottal opening instants using hilbertenvelope’(2013) Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 44-48., 25 -29 August 2013
  • Expressive speech synthesis: A review(2013) International Journal of Speech Technology, 16 (2), pp. 237-260
  • Govind, D., Prasanna, S.R.M., Ramesh, K.`Improved method for epoch extraction in high pass filtered speech 2013 Annual IEEE India Conference, INDICON 2013) 13-15 Dec. 2013 , art. no. 6726097
  • Gintu Xavier, Tintu Erlin Philip, Deepthi T. V. N., K. P. Soman, An Efficient algorithm for the segmentation of Astronomical images, IVSRJCE, Dec.2012.
  • K. P. Soman, Sachin Kumar S., V. Sowmya, Sajeesh K. Ummer., Computational Thinking with Spreadsheet: Convolution , high precision computing, Signal and Image Processing,International Journal of Computer Applications, Dec 2012.
  • Shajeesh K. U., Sachin Kumar S., K. P. Soman, A Two Stage Algorithm for Denoising of Speech Signal, IOSR, Dec 2012.
  • Anand R., Manju M., Veenadeeve N. V., Anju M. Kaimal., Chithra R., Teaching Computational thinking in Probability using Spreadsheet simulation, IJSRP, Dec 2012.
  • Aswathy Menon, Poornima Rajan, Deepthi T. V. N., Roshni Das, Sachin Kumar S., K. P. Soman, Enhancing Bregmanised NLTV Image Denoising using Savitzky Golay filter and SVD,IJSER, Dec 2012.
  • Shajeesh K. U., Sachin Kumar S., Pravena D. and K. P. Soman, Speech Enhancement based on Savitzky Golay Smoothing Filte, International Journal of Computer Applications 57(21):39-44, November 2012. Published by Foundation of Computer Science, New York, USA.
  • Asha P. Kurian., Bijitha S. R., Lakshmi Mohan, Megha M. Kartha., K. P. Soman, Performance Evaluation of Modified SVD based Image fusion, IJCA, Nov. 2012.
  • Bijitha S. R., Lakshmi Mohan, Megha M. Kartha., Asha P. Kurian., K. P. Soman,Modified Wavelet image fusion based on OSVD, IJERT, Nov.2012.
  • Arathy Raghukumar, Divya Haridas, Poornima Rajan, K. P. Soman, Active Contour based document image segmentation and restoration using split-bregman and edge enhancement diffusion, IJCA, Nov.2012.
  • Glincy Abraham, Neethu Mohan, Sreekala S., Neethu Prasannan and K. P. Soman, Two Stage Wavelet based Image Denoising, International Journal of Computer Applications 56(14):30-37, October 2012.
  • K. P. Soman, Manu Unni V. G., Praveen Krishnan and V. Sowmya, Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 4 Plant Growth modeling and Space Filling Curves. International Journal of Computer Applications 55(14):24-29, October 2012. Published by Foundation of Computer Science, New York, USA.
  • K. P. Soman, Manu Unni V. G., Praveen Krishnan and V. Sowmya, Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 3 Mandelbrot and Julia Set.International Journal of Computer Applications 55(14):16-23, October 2012. Published by Foundation of Computer Science, New York, USA.
  • K. P. Soman, Manu Unni V. G., Praveen Krishnan and V. Sowmya, Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 2 Root-finding using Newton Method and Creation of Newton Fractals. International Journal of Computer Applications 55(14):9-15, October 2012. Published by Foundation of Computer Science, New York, USA.
  • K. P. Soman, Manu Unni V. G., Praveen Krishnan and V. Sowmya, Enhancing Computational Thinking with Spreadsheet and Fractal Geometry: Part 1. International Journal of Computer Applications 55(14):1-8, October 2012. Published by Foundation of Computer Science, New York, USA.
  • D. Govind, S. R. Mahadeva Prasanna, Expressive Speech Synthesis: A review, International Journal of Speech Technology, Springer, October 2012.
  • Arathy Raghukumar, Divya Haridas, Sreekala S., K. P. Soman, Insight into split Bregman, IJERT, Oct.2012.
  • Shravan Sriram, Gunturi Srivasta, Gandhiraj R. and Soman K. P., Plug-ins for GNU Radio Companion, International Journal of Computer Applications 52(16):11-16, August 2012. Published by Foundation of Computer Science, New York, USA.
  • Kavitha Sunil, Poorna Jayaraj, K. P. Soman, Message Passing Algorithm: A Tutorial Review, International Organisation of Scientific Research, Vol 2, pp 12-24, July-Aug 2012.
  • Kavitha Sunil, Kavitha Balakrishnan, Sreedhanya A. V., K. P. Soman, Effect of Pre-Processing on Historical Sanskrit Text Document, International Journal of Engineering Research and Applications, Vol 2, pp. 1529-1534, July-Aug 2012.
  • Ambily Joseph, Jaini Sara Babu, and K. P. Soman, Communication with less hardware, International Journal Of Computer Technology and Application, Vol 3, pp. 1528-1531, July-Aug 2012.
  • Kavitha Balakrishnan, Sowmya V., K. P. Soman, Spatial Preprocessing for Improved Sparsity Based Hyperspectral Image classification, International Journal of Engineering Research and Technology, July 30, 2012.
  • Neethu Sugathan, Premanand V., Senthil Murugan, K. P. Soman, Hardware Companions to the GNU Radio Companion: A comparative study of Software Radio Hardwares, International Journal of Computer Science and Information Technology & Security, July 2012.
  • Jolly Rajendran, Rakesh Peter, and K. P. Soman, Design and Optimization of Band Pass Filter for Software Defined Radio, Telescope, International Journal of Information and Electronics Engineering, vol. 2, no. 4, pp. 649-651, July 2012.
  • Asha Ashok, Dhivya S., Jansirani S., K. P. Soman, Combined Method Of Level Set With Impact On Pre-processing For Binarization Of Document Images In Tamil Script, International Journal for Computer Applications(IJCA), June 2012.
  • S Padmavathi, N. Archana, K. P. Soman, Hierarchical Approach for Total Variation Digital Image Inpainting, Internation Journal of Computer Science, Engineering and Applications, Vol. 2, N0. 3, June 2012.
  • Premjith B., Sachin Kumar S., Akhil Manikoth, Bijeesh T. V., K. P. Soman, Insight Into Primal Augmented Lagrangian Multiplier Method, International Journal of Computer Science and Information Technology & Security, June, 2012.
  • Nikitha George, Radhika G., Sachin Kumar S., K. P. Soman, A Performance Study on Detection of Hypernasality in Children using MFCC, BFCC and various orders of GMM classifier,International Journal of Computer Science and Information Technology & Security, June, 2012.
  • Avinash P., Gandhiraj R., Soman K. P., Spectrum Sensing using Compressed Sensing Techniques for Sparse Multiband Signals, International Journal of Scientific & Engineering Research,Volume 3, Issue 5,May-2012, ISSN 2229-5518.
  • S. Karthik, Hemanth V. K., K.P. Soman, V. Balaji, Sachin Kumar S., M. Sabarimalai Manikandan, Directional Total Variation Filtering Based Image Denoising Method, International Journal of Computer Science Issues(IJCSI), May, 2012.
  • Shajeesh K. U., K. P. Soman, Noise Cancellation Method for Robust Speech Recognition, International Journal of Computer Applications (IJCA), May 2012.
  • Manjusha K., Sachin Kumar S., Jolly Rajendran, K. P. Soman, Hindi Character Segmentation in Document Images using Level set Methods and Non-linear Diffusion, International Journal for Computer Applications(IJCA) April 30th,2012.
  • Anju C. P., Anusooya N. J., Deepasree M., Deepak O. M., Krishnan Namboori P. K., De Novo Designing of HDAC inhibitors in Cancer therapy, International Journal of Phamaceutical Science& Healthcare (IJPHC) 2-4 2012.
  • Asha Ashok, Swathy Sekhar, Shajeesh K. U., Vidya M., K. P. Soman, Euler Lagrange Based Solutions for Image Processing, International Journal of Applied Sciences and Engineering Research(IJASER), April 2012.
  • S. Karthik, Hemanth V. K., V. Balaji, K. P. Soman, Level Set Methodology for Tamil Document Image Binarization and Segmentation Int. Journal of Computer Applications(IJCA), Vol.39 No.9, February 2012.
  • R. Rajathilagam, Murali Rangarajan, K. P. Soman, G-Lets: A New Signal Processing Algorithm, International Journal of Computer Applications, Vol. 37, Jan 2012.
  • J. Selvaraj and K. I. Ramachandran, Energy conservation in Aluminium foundries by waste heat recovery from solidifying molten metal, International Journal of Energy Technology and Policy, Vol.8,No.1,2012, 32-49.
  • Gandhiraj R., K. P. Soman, Modern Analog and Digital Communication Systems, International Journal for Tele Communication Systems, Springer, 2012.
  • Swathy Sekhar, Vidya M., K. P. Soman, Malayalam Morph Generator an aid for students to learn grammar, Dravidian Studies, Dravidian University, Kuppam, 2012.
  • Arun Soman, Sachin Kumar S., Hemanth V. K., M. Sabarimalai Manikandan, K. P. Soman, Corpus Driven Malayalam Text-to-Speech Synthesis for Interactive Voice Response System, International journal of Computer Applications (0975-8887) Volume29-No.4, September 2011.
  • Sribadri Narayanan R., Saravanan S., Soman K. P., Data Driven Suffix List and Concatenation Algorithm for Telegu Morphological Generator, International journal of Engineering Science and Technology, August 2011.
  • Ramasamy V., Antony P. J., S.Saravanan, K. P. Soman, A Rule-based Kannada Morphological Analyzer and Generator using Finite State Transducer, International Journal of Computer Applications (0975-8887) Volume27-No.10, August 2011.
  • R. Harshwardhan, Mridula Sara Augustine, A Simplified Approach to Word Alignment Algorithm for English –Tamil Translation, Indian Journal of Computer Science and Engineering(IJCSE), 2011.
  • R. Harshwardhan, Mridula Sara Augustine, K. P. Soman, Phrase-based English-Tamil Translation System by Concept Labeling using Translation Memory, International journal of Computer Applications (0975-8887), Volume20-No.3,September 2011.
  • Amudha J., Soman K. P., Kiran Y., Feature Selection in Top-Down Visual Attention Model using WEKA, International journal of Computer Applications, (0975-8887)Volume24-No.4, June 2011.
  • Amudha J., Soman K. P., Padmakar Reddy S., A Knowledge Driven Computational Visual Attention Model, International journal of Computer Science Issues ,Vol.8,Issue 3,No.1, May 2011 ISSN ( Online): (1694-0814).
  • Lakshmi K., K. P. Soman, A Novel Level Set Based Approach For Scanned Oriya Document Binarisation, International Journal of Applied Engineering Research, 2011.
  • P. Kathirvel, M. Sabarimalai Manikandan, S. R. M. Prasanna, and K. P. Soman, An Efficient R-peak Detection Based on New Nonlinear Transformation and First-Order Gaussian Differentiator, Cardiovascular Engineering and Technology, Springer New York., pp. 1-18, October 2011.
  • P. Kathirvel, M. Sabarimalai Manikandan, K. P. Soman, Automated Referee Whistle Sound Detection for Extraction of Highlights from Sports Video, International journal of Computer Applications (0975-8887), Volume12- No.11,January 2011.
  • Asha Ashok, Swathy Sekhar, Shajeesh K. U., Vidya M., K. P. Soman, Euler Lagrange based solution for Image processing, International Journal of Applied Sciences and Engineering Research, Vol.1,No.2,2011.
  • M.Saimurugan, K. I. Ramachandran, V. Sugumaran, N. R. Sakthivel, Multi component fault diagnosis of rotational mechanical system based on decision tree and support vector machine, Expert Systems with applications, 38 (2011) 3819-3826.
  • V. Sugumaran, K. I. Ramachandran, Fault diagnosis of roller bearing using fuzzy Classifier and histogram features with focus on automatic rule learning, Expert Systems with applications, 38 (2011) 4901-4907.
  • S. Babu Devasenapathi and K. I. Ramachandran, Hybrid Fuzzy Model based Expert System for Misfire Detection in Automobile Engines, International Journal of Artificial Intelligence, ISSN 0974-0635Autumn (October)2011,Volume7, No.A110635.
  • S. Ravi kumar, K. I. Ramachandran, V. Sugumaran, Machine Learning approach for automated visual inspection of machine components, Expert systems with applications, 38(2011) 3260-3266.
  • E. Elangovan, S. Babu Devasenapathi, N. R. Sakthivel, K. I. Ramachandran, Evaluation of expert system for condition monitoring of a single point cutting tool using principle component analysis and decision tree algorithm, Expert systems with applications, 38(2011) 4450-4459.
  • M. Elangovan, V. Sugumaran, K. I. Ramachandran, S. Ravikumar, Effect of SVM Kernel functions on classification of vibration signals of a single point cutting tool, Expert systems with applications, 38(2011) 15202-15207.
  • V. Sugumaran, K. I. Ramachandran, Effect of number of features on classification of roller bearing faults using SVM and PSVM, Expert systems with applications, 38(2011) 4088-4096.
  • C. N. Aruna, S. Babu Devasenapati, K. I. Ramachandran, K. Vishnuprasad, and C. Surendra, Neural Predictive Controller Based Diesel Injection Management System for Emission Minimisation pages, International Journal of Green Computing, 2(2), 63-82, July-December 2011.
  • S. Babu Devasenapati and K. I. Ramachandran, Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines, International Journal of Green Computing, 3(1), 43-55, January-June 2012.
  • Selvaraj J and Ramachandran K. I., Energy conservation in aluminium foundries by waste heat recovery from solidifying molten metal, International Journal of Energy Technology and Policy - Special Issue on: "Energy Management and Resources" (in press).
  • M. G. Nirmal, K. Varungopal and P. K. Krishnan Namboori, Determination Of Protein subcellular location using Support Vector machine, Journal of Computational Intelligence in Bioinformatics, ISSN: 0972-385X Volume 4 Number 1 (2011) pp.29-35.
  • K. U. Radhagayathri, P. K. Krishnan Namboori, V. P. Mohandas, T. Subheesh, Deepa gopakumar and K. I. Ramachandran (2011), Computational Modeling and Simulation of nanomolecular switch for Alzheimer's Disease (A gene silencing technique), International Journal of Nanoscience 10-1-2:319-322.
  • P. K. Krishnan Namboori ,K. V. Vineeth, V. Rohith, Ibnul Hassan, Lekshmi Sekhar, Akhila Sekhar and M. Nidheesh (2011), The ApoE gene of Alzheimer's disease (AD), Functional and Integrated Genomics, DOI 10.1007/s10142-011-0238-z.
  • C. R. Athira, S. Shilpa, C. M. parvathy, S. Nithya, V. Vinothaa, S. P. Subhashini, Varungopal, Bharath parimalam and P. K. Krishnan Namboori (2011), Computational characterization of CNT-Papain interactions for developing a biosensor.CCIS- Springer 142:553-556.
  • Anirudh Ranganath, Ashish G., Varungopal K., Narayanan Kutty, Krishnan Namboori P. K. and Deepa Gopakumar (2011), Electrical conductivity and thermodynamic stability of single walled carbon nanotube using first principles. Nano Trends, 11.1:18-21.
  • K. Varungopal, P. K. Krishnan Namboori, P. Premkumar, Deepagopakumar and Sabarish Narayanan, Insilico modeling and simulation of magnetic nano particles for the biological cell isolation technique, International Journal of nanoscience, 10.1-2:323-327, 2011.
  • Noushadali, Bharath Parimalam, Radhikadevi, S. Shilpa Sureshkumar and Krishnan Namboori, Pre transcriptional gene silencing technique for controlling skin cancer, International Journal of Pharmaceutical science and research, 2-5:1293-1297.
  • Rabeeth, Anitha and Geetha srikanth, Purification of an antifungal Purification of an antifungal endochitinase from a potential biocontrol agent streptomycesgriseus, Pakistan journal of biological sciences 14, (16):788-797 2011.
  • Antony P. John, Anand Kumar M., Soman K. P., A Paradigm Based Morphological Analyzer for English to Kannada using a Machine Learning Approach, Research India Publication(RIP), October 2010.
  • Dhanalakshmi V., Anand Kumar M., Soman K. P. and Rajendran S., A Natural Language Processing Tools for Tamil Grammar Learning and Teaching, International Journal of Computer Applications(IJCA) - Foundation of Computer Science, October 2010.
  • Anand Kumar M., Dhanalakshmi V., Rekha R. U., Soman K. P., and Rajendran S., A Novel Data Driven Algorithm for Tamil Morphological Generator, International Journal of Computer Applications(IJCA) - Foundation of Computer Science, 6(12):52–56, 2010.
  • Anand Kumar M., Dhanalakshmi V., Soman K. P. and Rajendran S., A Sequence Labeling Approach to Morphological. Analyzer for Tamil Language, International Journal on Computer Science and Engineering (IJCSE), Vol. 02, No. 06, 2201-2208, 2010.
  • C. S. Vasavi, Saptharshi, R. Radhika Devi, Lakshmi Anand, Megha. P. Varma and P. K. Krishnan Namboori, Homology Modeling and Protein Ligand Interaction to Identify Potential Inhibitor for E1 Protein of Chikungunya, Information and Communication Technologies Communications in Computer and Information Science, Volume 101, Springer, 2010.
  • Mala. S. Kumar, K. L. Lainu, V. Aghila, Dhanya Purushothaman, K. Varun Gopal, P. K. Krishnan Namboori and Vrinda Harishankar, Designing a Promotor for a Novel Target Site Identified in Caspases for Initiating Apoptosis in Cancer Cells, Information and Communication Technologies Communications in Computer and Information Science, Volume 101, Springer, 2010.
  •  M. S. Manikandan, Soman K. P., Robust Heart Sound Activity Detection in Noisy Environments, IEE Electronic Letters, Vol. 46 (16), 5th August 2010.
  •  2. R. Gandhiraj, Silpa. S. Prasad, K. P. Soman, Multi-User Spectrum Sensing Based on Multitaper Method for Cognitive Environments, International Journal of Computer Applications - Foundation of Computer Science, July 2010.
  • R. Ramanathan, K. P. Soman , A Novel Methodology for Linear Phase IIR Filters, ACEEE International Journal on Communication, Vol. 1, No. 1, Jan 2010.
  • Vijaya M. S., Shivapratap G., Ajith V. P., Soman K. P. English to Tamil Transliteration Using WEKA A Data Mining Tool. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009
  • Ramanathan R., Soman K. P. A Novel Methodology for Designing Linear Phase IIR Filters. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Hemalatha, Sukumar M. K., Mithila, Soman K. P. Comparative study of Linear and Quadratic Programming Versions of SVM on Various Real Life Data Sets. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Sreedevi V. P., Arathi V, Soman K. P. Lifting Factorizationin Maple. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Soman K. P., Anand P., Sindhiya Binulal Golla. A New Parametric Design of 2-Band Wavelet System. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Sindhiya Binulal Golla, Anand P., Soman K. P. Simplified Method of Designing Daubechies Wavelets. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Rakesh Peter, Shivapratap G., Divya G., Soman K. P. Evaluation of SVD and NMF methods for Latent Semantic Analysis. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Soumya V. J., Sumya T. Soman, Soman K. P. Singular Value Decomposition- A Classroom Approach. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Soman K. P. Simplified Framework for Designing Biorthogonal and Orthogonal Wavelets. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Dhanlakshmi V., Anand Kumar M. Shivapratap G., Soman K. P., Rajendran S. Tamil POS Tagging using Linear Programming. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Sumaja S., Loganathan R., Soman K. P. English to Malayalam Transliteration Using Sequence Labeling Approach. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • Sindhiya Binulal Golla, Anand P., Soman K. P. SVM based approach to Telugu Parts Of Speech Tagging Using SVM Tool. International Journal of Recent trends in Engineering, Academy Publishers, Finland, 2009.
  • N. Saravanan, V. N. S. Kumar Siddabattuni and K. I. Ramachandran. Static and Dynamic Analysis of Asymmetric Bevel Gears using Finite Element Method. International Journal of Applied Engineering Research, May 2009, Volume 4, No: 5, pp. 645-664.
  • V. Sugumaran and K. I. Ramachandran. Wavelet Selection Using Decision Tree for Fault Diagnosis ofRoller Bearings. International Journal of Applied Engineering Research, February 2009, Volume 4, No: 2, pp. 201-225.
  • N. Saravanan, S. Cholairajan, K. I. Ramachandran. Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique. Expert Systems with Applications, Volume 36, Issue 2, Part 2, March 2009, Pages 3119-3135, ISSN 0957-4174, DOI: 10.1016/j.eswa.2008.01.010.
  • N. Saravanan, V. N. S. Kumar Siddabattuni, K. I. Ramachandran. A comparative study on classification of features by SVM and PSVM extracted using Morlet wavelet for fault diagnosis of spur bevel gear box. Expert Systems with Applications, October 2008, Volume 35, Issue 3, Pages 1351–1366.
  • N. Saravanan, S. Cholairajan, K. I. Ramachandran, Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique, Expert Systems with Applications, Volume 36, Issue 2, Part 2, March 2009, Pages 3119-3135, ISSN 0957-4174, DOI: 10.1016/j.eswa.2008.01.010.
  • Sanjanasri, J.P., Anand Kumar, M. A computational framework for Tamil document classification using Random Kitchen Sink  2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, SCMS Group of Institutions, Corporate Office CampusPrathap Nagar , Muttom, Aluva, Kochi (Ernakulam)Kerala; India (2015)
  • Barathi Ganesh, H.B., Reshma, U., Anand Kumar, M. Author identification based on word distribution in word space 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, ICACCI 2015; SCMS Group of Institutions, Corporate Office CampusPrathap Nagar , Muttom, Aluva, Kochi (Ernakulam)Kerala; India (2015)
  • Se, S., Ashwini, B., Chandran, A., Soman, K.P. Computational thinking leads to computational learning: Flipped class room experiments in linear algebra ICIIECS 2015 - 2015 IEEE International Conference on Innovations in Information, Embedded and Communication Systems, Karpagam College of EngineeringCoimbatore; India; (2015)
  • Santhosh, S., Arunselvan, S.J., Aazam, S.H., Gandhiraj, R., Soman, K.P. Multicast WebSDR implementation using RTL-SDR  ICIIECS 2015 - 2015 IEEE International Conference on Innovations in Information, Embedded and Communication Systems, Karpagam College of EngineeringCoimbatore; India; (2015)
  • Kavitha, P., Meera Mohan, K., Surya, R., Gandhiraj, R., Soman, K.P. Implementation of CDMA in GNU radio Procedia Computer Science, Volume 46, Bolgatty Palace and Island ResortKochi, p.981-988 (2015)
  • Anil, R., Manjusha, K., Sachin Kumar, S., Soman, K.P. Convolutional neural networks for the recognition of malayalam characters Advances in Intelligent Systems and Computing, Volume 328, Bhubaneswar; India, p.493-500 (2015)
  • Aswathi, M., Jocelyn Babu, M., Sowmya, V., Soman, K.P. Smart meter data security based on cosine transform and chaotic theory International Journal of Applied Engineering Research, Volume 10, Number 20, p.19181-19185 (2015)
  • Arunselvan, S.J., Anand Kumar, M., Soman, K.P. Sentiment analysis of tamil movie reviews via feature frequency count International Journal of Applied Engineering Research, Volume 10, Issue 20, Number 20, p.17934-17939 (2015)
  • Sabarinath, S., Soman, K.P. Automatic aerial and underwater color image enhancement in a human perspective way International Journal of Applied Engineering Research, Volume 10, Issue 20, Number 20, p.18420-18424 (2015)
  • Athira, S., Harikumar, K., Sowmya, V., Soman, K.P. Parameter analysis of random kitchen sink algorithm, International Journal of Applied Engineering Research, Volume 10, Issue 20, Number 20, p.19351-19355 (2015)
  • Santhosh, S., Arunselvan, S.J., Aazam, S.H., Gandhiraj, R., Soman, K.P. Performance analysis of microstrip antenna using GNU radio with USRP N210 Smart Innovation, Systems and Technologies, Volume 33, p.239-249 (2015)
  • Manjusha, K., Anand Kumar, M., Soman, K.P. Experimental analysis on character recognition using singular value decomposition and random projection International Journal of Engineering and Technology, Volume 7, Issue 4, Number 4, p.1246-1255 (2015)
  • Reshma, U., Barathi Ganesh, H.B., Anand Kumar, M., Soman, K.P. Supervised methods for domain classification of tamil documents ARPN Journal of Engineering and Applied Sciences, Volume 10, Issue 8, Number 8, p.3702-3707 (2015)
  • Mohan, N., Ambika, P.S., Sachin Kumar, S., Saimurugan, M., Soman, K.P. Multicomponent fault diagnosis using statistical features and regularized least squares International Journal of Applied Engineering Research, Volume 10, Issue 20, Number 20, p.19074-19080 (2015)
  • Arya, M., Geetha, P., Soman, K.P. Effect of wind farms in crop production of Kanyakumari district Indian Journal of Science and Technology, Volume 8, Issue 28, Number 28 (2015)
  • Nair, Y.C., Binsha, P., Vishnu Pradeep, V., Sowmya, V., Soman, K.P. Spreadsheet implementation of random kitchen sink for classification International Journal of Applied Engineering Research, Volume 10, Issue 20, Number 20, p.19228-19233 (2015)
  • Rithu Vadhana, K.R., Swamynadhan, G., Neethu, P.V., Premjith, B., Soman, K.P. Computational experiment of one class SVM in excel  International Journal of Applied Engineering Research, Research India Publications, Volume 10, Issue 20, Number 20, p.19356-19360 (2015)
  • Reshma, R., Kumar, R.M.R.V., Vijay, M., Soman, K.P., Optimization based signal processing using Excel, International Journal of Applied Engineering Research, Volume 20, Issue 20, Number 20, P. 19282-19286 (2015).
  • Jagadeesh, M., Anand Kumar, M., Soman, K.P. Deep belief network based part-of-speech tagger for Telugu language Advances in Intelligent Systems and Computing, Volume 381, p.75-84 (2016)
  • Se, S., Vinayakumar, R., Anand Kumar, M., Soman, K.P. AMRITA-CEN@ SAIL2015: Sentiment analysis in Indian languages Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, Volume 9468, MIKE 2015; Hyderabad; India;, p.703-710 (2015)
  • Mol, P.G., Sowmya, V., Soman, K.P. Performance enhancement of minimum volume based hyper spectral unmixing algorithms by variational mode decomposition  Indian Journal of Science and Technology, Volume 8, Issue 24, Number 24 (2015)
  • John, N., Surya, R., Ashwini, R., Sachin Kumar, S., Soman, K.P. A low cost implementation of multi-label classification algorithm using mathematica on Raspberry Pi Procedia Computer Science, Elsevier, Bolgatty Palace and Island Resort Kochi; India (2015)
  • Barathi Ganesh, H.B., Abinaya, N., Anand Kumar, M., Vinayakumar, R., Soman, K.P. AMRITA - CEN@ NEEL : Identification and linking of twitter entities CEUR Workshop Proceedings, CEUR-WS, Volume 1395, Florence; Italy, p.64-65 (2015)
  • Muralidharan, A., Sugumaran, V., Soman, K.P., Amarnath, M. Fault diagnosis of helical gear box using variational mode decomposition and random forest algorithm SDHM Structural Durability and Health Monitoring, Tech Science Press, Volume 10, Number 1, p.55-80 (2015)
  • Sowmya, V., Mohan, N., Soman, K.P. Sparse banded matrix filter for image denoising Indian Journal of Science and Technology, Volume 8, Issue 24, Number 24 (2015)
  • Preeja, M.P., Palivela, H., Soman, K.P., Kharkar, P.S. Ligand-Based Virtual Screening using Random Walk Kernel and Empirical Filters Procedia Computer Science, Elsevier, Delhi; India (2015)
  • Sabarinath, S., Shyam, R., Aneesh, C., Gandhiraj, R., Soman, K.P. Accelerated FFT computation for GNU radio using GPU of raspberry Pi Smart Innovation, Systems and Technologies, Springer Science and Business Media Deutschland GmbH, Volume 32, Sambalpur; India, p.657-664 (2015)
  • Menon, V.K., Rajendran, S., Soman, K.P A synchronised tree adjoining Grammar for English to Tamil Machine Translation 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, Institute of Electrical and Electronics Engineers Inc., SCMS Group of Institutions, Corporate Office CampusPrathap Nagar , Muttom, Aluva, Kochi (Ernakulam)Kerala; India, p.1497-1501 (2015)
  • Kumar, M.A., Rajendran, S., Soman, K.P. Cross-Lingual Preposition Disambiguation for Machine Translation Procedia Computer Science, Elsevier, Bangalore; India (2015)
  • Jyothi, J., Manjusha, K., Anand Kumar, M., Soman, K.P. Innovative feature sets for machine learning based Telugu character recognition Indian Journal of Science and Technology, Indian Society for Education and Environment, Volume 8, Issue 24, Number 24 (2015)
  • Nidhin Prabhakar, T.V., Xavier, G., Geetha, P., Soman, K.P. Spatial preprocessing based multinomial logistic regression for hyperspectral image classification Procedia Computer Science, Elsevier, Bolgatty Palace and Island ResortKochi; India (2015)
  • Aneesh, C., Kumar, S., Hisham, P.M., Soman, K.P. Performance comparison of Variational Mode Decomposition over Empirical Wavelet Transform for the classification of power quality disturbances using Support Vector Machine Procedia Computer Science, Bolgatty Palace and Island ResortKochi; India (2015)
  • Viswanath, A., Jyotsna Jose, K., Krishnan, N., Sachin Kumar, S., Soman, K.P. Spike detection of disturbed power signal using VMD Procedia Computer Science, Elsevier, Bolgatty Palace and Island ResortKochi; India (2015)
  • Sachin Kumar, S., Premjith, B., Anand Kumar, M., Soman, K.P. AMRITA-CEN@ SAIL2015: Sentiment analysis in Indian languages  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Verlag, Volume 9468, MIKE 2015; Hyderabad; India;, p.703-710 (2015)
  • Vinithra, S.N., Arun Selvan, S.J., Anand Kumar, M., Soman, K.P. Simulated and self-sustained classification of Twitter Data based on its sentiment Indian Journal of Science and Technology, Indian Society for Education and Environment, Volume 8, Issue 24, Number 24 (2015)
  • Anjana, C., Sundaresan, S., Zacharia, T., Gandhiraj, R., Soman, K.P. An experimental study on channel estimation and synchronization to reduce error rate in OFDM using GNU Radio Procedia Computer Science, Elsevier, Volume 46, Bolgatty Palace and Island ResortKochi; India; 3, p.1056-1063 (2015)
  • Aswathy, C. , Sowmya, V. , Soman, K.P.,ADMM based hyperspectral image classification improved by denoising using legendre fenchel transformation, Indian Journal of Science and Technology, Volume 8, Issue 24 (2015).
  • Maya, P., Dhivya, N., Kartikga, C., Soman, K.P, Discrimination between inrush and internal fault currents in a power transformer using Variational Mode Decomposition Method, International Journal of Applied Engineering Research, Volume 10, Issue 55, p. 3298-3301 (2015).
  • Sabarinath, S., Soman, K.P., Comparative analysis on aerial image enhancement techniques,Indian Journal of Science and Technology, Volume 8, Issue 24 (2015).
  • Santhosh, S., Kokila, M., Kavinandhini, M., Geetha, P. Establishment of pre-processing station for denoising NOAA satellite images using Legendre Fenchel transformation method ICIIECS 2015 - 2015 IEEE International Conference on Innovations in Information, Embedded and Communication Systems, Karpagam College of EngineeringCoimbatore; India (2015)
  • Kavitha, P., Geetha, P. Hyperspectral satellite data (EO1-Hyperion) preprocessing: A case study of paddy field in Palakkad  International Journal of Applied Engineering Research, Research India Publications, Volume 10, Issue 20, Number 20, p.19256-19259 (2015)
  • Meera Mohan, K., Geetha, P. Pre-processing of hyperspectral data (EO-1 Hyperion): A case study of Kozhikode in Kerala International Journal of Applied Engineering Research, Volume 10, Issue 20, Number 20, Research India Publications, p.19244-19249 (2015)
  • Deepak, B., Govind, D. Significance of implementing polarity detection circuits in audio preamplifiers PRIMARY TABS View(active tab) Edit Manage display Outline 2015 International Conference on Advances in Computing, Communications and Informatics, ICACCI 2015, Institute of Electrical and Electronics Engineers Inc., SCMS Group of Institutions, Corporate Office CampusPrathap Nagar , Muttom, Aluva, Kochi (Ernakulam)Kerala; India (2015)
  • Silviya, A.E., Kavitha, G., Narayanan Kutty, K., Krishnan Namboori, P.K. Insilico modeling of chitosan as a drug delivery system  International Journal of Drug Delivery, Advanced Research Journals, Volume 7, Issue 1, Number 1, p.27-31 (2015)
  • Umesh, C.V., Jamsheer, A.M., Alex, P.M., Krishnan Namboori, P.K. Perusal of Mbl2 gene -Susceptibility to tuberculosis in different Indian populations  Journal of Applied Pharmaceutical Science 2015
  • Nivitha Varghees, V., Ramachandran, K.I. Heart murmur detection and classification using wavelet transform and Hilbert phase envelope 2015 21st National Conference on Communications, NCC 2015, Institute of Electrical and Electronics Engineers Inc., Indian Institute of Technology BombayMumbai; India (2015)
  • N. Saravanan, V. N. S. Kumar Siddabattuni, K. I. Ramachandran. A comparative study on classification of features by SVM and PSVM extracted using Morlet wavelet for fault diagnosis of spur bevel gear box. Expert Systems with Applications, October 2008, Volume 35, Issue 3, Pages 1351–1366.
  • N. Saravanan, S. Cholairajan, K. I. Ramachandran, Vibration-based fault diagnosis of spur bevel gear box using fuzzy technique, Expert Systems with Applications, Volume 36, Issue 2, Part 2, March 2009, Pages 3119-3135, ISSN 0957-4174, DOI: 10.1016/j.eswa.2008.01.010.
  • Yedu C Nair, Neethu PV, Soman KP, Vijay Krishna Menon, “ Real Time Vehicular Data Analysis utilising Big Data Platforms on Cost Effective ECU Networks ”, 3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16)
  • Athira S, Soman KP,  “ Automatic Modulation Classification using Convolution Neural Network ”, International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016)
  • Joceyln Babu, Geetha P, Soman KP, “ Classification of Remotely sensed Algal Blooms along the Coast of India Using Support Vector Machines and Regularized Least Squares ”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Reshma R, Sowmya V, Soman K.P, “ Improvement in kernel based Hyperspectral image classification using legendre fenchel denoising ”, 3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Amar Balaji S, Geetha P. Soman KP, “ Change Detection of Forest Vegetation using Remote Sensing and GIS Techniques in Kalakkad Mundanthurai Tiger Reserve (A Case Study) ”, 3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Vishnu Pradeep V, Sowmya V, Soman K.P, “ Variational Mode Decomposition based Multispectral and Panchromatic Image Fusion ”,  International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016), will be published in International Journal of Control Theory and Applications
  • Vijay M, Geetha P, Soman KP, “ Case Study of Diurnal Temperature Changes Caused by Anthropogenic Activity Using Meteorological Data in Coimbatore District ”,  International Conference on Artificial Intelligence and Evolutionary Computations in Engineering Systems (ICAIECES-2016), will be published in International Journal of Control Theory and Applications
  • Aleena Joy, Deepa Merlin Dixon.K, Sowmya V, Soman KP, “ Aerial Image Classification using GURLS and LIBSVM ”, 3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Mamtha.R, Jasmine Niketha.M, Geetha .P,  “Analysis of Deforestation and land use changes in Kothagiri Taluk of Nilgiris District”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16),
  • Praveena R, Sowmya V, Soman KP, “Least Square based signal denoising using wavelet filters”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Deepa Merlin Dixon.K, Aleena Joy, Sowmya V, Soman KP, “Aerial and Satellite Image Denoising using Least Square Weighted Regularization Method”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Veena P.V, Remmiya Devi G, Sowmya V, Soman K.P, “Least Square based image denoising using wavelet filters”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Sachin Rajan, Sowmya V, Soman KP, “Low Contrast Image Enchancement using Adaptive Histogram, Discrete Wavelet and Cosine Transform”,   3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Binsha P, Sachin Kumar S, Soman KP, “Power Quality Signal Classification Using Convolutional Neural Network”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Divya Pankaj, Sachin Kumar S, Neethu Mohan, Soman KP, “ Image Fusion Using VAriational Mode Decomposition”,  3rd International Conference on Innovation in Information Embedded and Communication Systems (ICIIECS’16), will be published in Indian Journal of Science and Technology
  • Hima .T. Suseelan, Sooraj Sudhakaran, Sowmya V, Soman KP, “ Performance Evaluation of Sparse Banded Filter Matrices using content based image retrieval ”,  Institute of Integrative Omics and Applied Biotechnology (IIOAB):
  • Deepthi Praveenlal Kuttichira, Sowmya V, Soman KP, “ Digit Recognition using multiple feature extraction”,  Institute of Integrative Omics and Applied Biotechnology (IIOAB)
  • Aiswarya M, Deepika .N, Sowmya V, Neethu Mahan, Soman KP, “Least Square Based approach for Image Inpainting”,  Institute of Integrative Omics and Applied Biotechnology (IIOAB).
  • Gokul, Pooja, Anand Kumar M and K P Soman, “Character based Bidirectional LSTM for Disambiguating Tamil Part of Speech categories” accepted in  International theory of Control theory and applications.
  • Ashwini B, Shriya se, Sowmya V, Soman KP, “ Performanve Evaluation of Edge Feature Extracted using Sparse Banded Matrix Filter Based on Face Recognition”, International conference on Soft computing systems (ICSCS’16), Springer AISC Series
  • Vishnu Pradeep V, Reshma R, Sowmya V,Soman K.P, “Comparative Analysis of sparsity based and kernel based algorithms for Hyperspectral Image Classification”, International conference on Soft computing systems (ICSCS’16), Springer AISC Series
  • Neethu PV, Yedu C Nair, Soman KP, Sajith variyar, “Environment Monitoring Multimode OPerable Autonomous Rover”, International conference on Soft computing systems (ICSCS’16), Springer AISC Series
  • Pooja A, Mamtha R, Sowmya V, Soman K.P, “ X-ray Image Classification Based On Tumor using GURLS and LIBSVM”,  International Conference on Communications and Signal Processing (ICCSP’16)
  • Srikanth M, Gokul Krishnan K.S, Sowmya V, Soman KP, “ Image denoising based on weighted Regularized Least Squares”, International conference on Soft computing systems (ICSCS’16)
  • Megha P, Swarna M, Sowmya V, Soman KP, “Low Contrast Satellite Image Restoration based on adaptive Histogram Equalization and Discrete Wavelet Transform”, International Conference on Communications and Signal Processing (ICCSP’16)
  • Vijay Krishna Menon, Soman KP, “ A New Evolutionary Parsing Algorithm for LTAG”, 4th International Conference on Advanced Computing, Networking, and Informatics (ICACNI'16), Springer AISC Series
  • Vijay Krishna Menon, Nithin Chakravarthi Vasireddy, Sai Aswin Jam, Viswa Teja Naveen Pedamallu, Varsha Sureshkumar and Soman KP, “ Bulk Price Forecasting using Spark over NSE Data Set”, International Conference on Data Mining and Big Data (DMBD'2016)
  • Anila N, Vijay Krishna Menon, P.N Kumar, “ Cluster Computing Paradigm - A Comparative study of Evolving Frameworks”, International conference on Soft computing systems (ICSCS’16), Springer AISC Series
  • Govind D, Hisham PM, Praveena D, “Effectiveness of Polarity Detection for Improved Epoch Extraction from Speech”, National Conference on Communication
  • Sanjay, Anand Kumar M, Soman K P, “Amrita_CEN at SemEval-2016 : Complex Word identification using word embeddings” accepted in Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016)
  • Barathi Ganesh, Anand Kumar M, Soman K P, “Amrita_CEN at SemEval-2016 Task Semantic Textual Similarity : Semantic  Relation from Word Embeddings in Higher Dimension" accepted in Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval 2016)
  • Geetha P, Kokila M, “Wastewater Sludge Treatment Using Rice Bran ” in Integrated Waste Management in India: Status and Future Prospects for Environmental Sustainability (2016), pp.133-138
  • Gowri, B.G., Kumar, S.S., Mohan, N., Soman, K.P A VMD based approach for speech enhancement Advances in Intelligent Systems and Computing, Springer, Volume 425, p.309-321 (2016)
  • Prakash, L., Mohan, N., Sachin Kumar, S., Soman, K.P. Accurate frequency estimation method based on basis approach and empirical wavelet transform Advances in Intelligent Systems and Computing, Springer Verlag, Volume 380, Hyderabad; India, p.801-809 (2016)
  • John, N., Viswanath, A., Sowmya, V., Soman, K.P. Analysis of various color space models on effective single image super resolution Advances in Intelligent Systems and Computing, Springer Verlag, Volume 384, ICACCI 2015; Kochi; India, p.529-540 (2016)
  • Reshma, U., Barathi Ganesh, H.B., Jyothi, J., Gandhiraj, R., Soman, K.P. Wavelet based RTL-SDR real time signal Denoising in GNU radio Smart Innovation, Systems and Technologies, Springer Science and Business Media Deutschland GmbH, Volume 43, ICACNI 2015; Bhubaneshwar; India, p.397-408 (2016)
  • Haridas, N., Aswathy, C., Sowmya, V., Soman, K.P. Hyperspectral image denoising using legendre-fenchel transform for improved sparsity based classification Advances in Intelligent Systems and Computing, ICACCI 2015; Kochi; India, Volume 384, Springer Verlag, p.521-528 (2016)
  • Lekshmi Kiran, S., Sowmya, V., Soman, K.P. Dimensionality reduced recursive filter features for hyperspectral image classification Advances in Intelligent Systems and Computing, Volume 380, p.557-565 (2016)
  • Kaviarasan, M., Geetha, P., Soman, K.P. GIS-based ground water quality monitoring in Thiruvannamalai district, Tamil Nadu, India Advances in Intelligent Systems and Computing, Springer Verlag, Volume 397, ICSCS 2015; Kumaracoil; India, p.685-700 (2016)
  • Nechikkat, N., Sowmya, V., Soman, K.P. Variational mode feature-based hyperspectral image classification Advances in Intelligent Systems and Computing, Springer Verlag, Volume 380, IC3T 2015; Hyderabad; India, p.365-373 (2016)
  • Mol, P.G., Sowmya, V., Soman, K.P. Performance enhancement of minimum volume-based hyperspectral unmixing algorithms by empirical wavelet transform International Conference on Soft Computing Systems, ICSCS 2015, AISC Springer Series, Noorul Islam Centre for Higher Education, Kumaracoil; India (2015)
  • Moushmi, S., Sowmya, V., Soman, K Empirical wavelet transform for multifocus image fusion International Conference on Soft Computing Systems, AISC Springer Series, Noorul Islam Centre for Higher Education, Kumaracoil; India, p.257--263 (2015)
  • Variyar, V.V.S., Haridas, N., Aswathy, C., Soman, K.P. Pi doctor: A low cost aquaponics plant health monitoring system using infragram technology and raspberry Pi Advances in Intelligent Systems and Computing, Springer Verlag, Volume 397, Kumaracoil; India , p.909-917 (2016)
  • Nidhin Prabhakar, T.V., Geetha, P. Empirical wavelet transform for improved hyperspectral image classification Advances in Intelligent Systems and Computing, Springer Verlag, Volume 384, Kochi; India, p.393-401 (2016)
  • Surya, R., Ashwini, R., Pravena, D., Govind, D. Issues in formant analysis of emotive speech using vowel-like region onset points Advances in Intelligent Systems and Computing, Volume 384, Kochi; India, p.139-146 (2016)
  • Hisham, P.M., Pravena, D., Pardhu, Y., Gokul, V., Abhitej, B., Govind, D. Improved phone recognition using excitation source features Advances in Intelligent Systems and Computing, Springer Verlag, Volume 384, Kochi; India, p.147-152 (2016)

Conferences and Workshops

  1. Arduino workshop
  2. National Level Workshop on Sparse Image and Signal Processing (SISP 2011)(attended by over 400 people)
  3. National Level Workshop on Software Defined Radio(attended by over 200 people)
  4. National Level Workshop on Natural Language Processing
  5. Amrita Insight into molecular modeling and Simulation (AIMMS – 2012) from ( June - July 2012)
  6. Amrita Insight into Computer aided drug design ( AICADD-July 2012)
  7. SDR workshop conducted at Rajagiri School of Engineering and Technology, Cochin, Kerala
  8. Workshop on Sparse Image & Signal Processing (SISP -2013)
  9. National Workshop on Software Defined Radio for Real-Time Communication & Signal Processing
  10. Workshop on Embedded Computing and Wireless Communication Experiments with Arduino and Raspberry –P
  11. Workshop on Embedded Computational Engineering in Digital Manufacturing, 3D Printing and Robotics
  12. Demystifying Signal processing
  13. Workshop on Learning programming through MIT Scratch, Music and fractals
  14. Workshop on Text to Speech Synthesis
  15. Workshop on Advanced Optimization, Deep Learning & Applications
  16. National workshop on Advanced Signal and Image Processing (ASIP)
  17. International Conference on Emerging Trends in Drug Discovery, AICADD 2014
  18. Internal Workshop on Distributed Computing Algorithms (for machine learning) and Apache-Spark Framework for Big Data Analytics
  19. Workshop on Big data & probabilistic Graphical models
  20. Workshop on Formal Methods for Software Design and Verifications
  21. Workshop on Embedded System
  22. Workshop on Cansat Building
  23. Workshop on Making a low Cost 3D Printer
  24. Workshop on High Performance computing and Bigdata Analytics
  25. Workshop on Introduction to Hardware Software Co-design using Zed Board
  26. Workshop on Web Application and Cyber Security
  27. Workshop on Elements of computing systems
  28. Workshop on VLSI Design
207
PROGRAMS
OFFERED
6
AMRITA
CAMPUSES
15
CONSTITUENT
SCHOOLS
A
GRADE BY
NAAC, MHRD
8th
RANK(INDIA):
NIRF 2018
150+
INTERNATIONAL
PARTNERS