Back close

Dr. Nizampatnam Neelima

Assistant Professor (Sl. Gd.), Electronics and Communication Engineering, School of Engineering, Bengaluru

Qualification: M.Tech., Ph.D
n_neelima@blr.amrita.edu
Research Interest: Image Processing, RADAR signal processing, Satellite image processing, Optimization, and Bio-Medical systems.

Bio

Dr. N. Neelima currently serves as Assistant Professor (Sl. Gd.) at Department of Electronics & Communication Engineering, Amrita School of Engineering, Bengaluru campus. She has 18+ years of experience in teaching. Her research areas were Medical image/signal Processing, Satellite image processing, Autonomous Navigation Systems and Sustainability Systems. She is a senior member of IEEE. She is the advisor of IEEE-WIE and vice-chair of IEEE-Student branch. Received the AIRA (Amrita Innovation & Research Awards)  Excellence Award in 2024.

Education

  • Ph.D. (2018)
    Acharya Nagarjuna University
  • M.Tech. (2005)
    Bharath University
  • B.Tech./B.E.  B.E
    Andhra University
Publications

Journal Article

Year : 2026

Thermal and mass transfer prediction of Casson based nanofluid flow over an exponential stretching sheet using a Multi-Task Neural Network approach

Cite this Research Publication : S Raghu, K.M Niranjan, Venkanagouda M Goudar, N Neelima, K Vinutha, J.K Madhukesh, Thermal and mass transfer prediction of Casson based nanofluid flow over an exponential stretching sheet using a Multi-Task Neural Network approach, International Journal of Thermofluids, Elsevier BV, 2026, https://doi.org/10.1016/j.ijft.2026.101547

Publisher : Elsevier BV

Year : 2026

Biotransport dynamics of MXene nanoparticles in Casson micropolar flow: From Lie symmetry analysis to stacking ensemble learning

Cite this Research Publication : R.P. Ashrith, S. Areekara, N. Neelima, L. Thanuja, K.V. Nagaraja, Ganesh R. Naik, Biotransport dynamics of MXene nanoparticles in Casson micropolar flow: From Lie symmetry analysis to stacking ensemble learning, Results in Engineering, Elsevier BV, 2026, https://doi.org/10.1016/j.rineng.2025.108729

Publisher : Elsevier BV

Year : 2025

Impact of Pollutant Concentration and Particle Deposition on the Radiative Flow of Casson-Micropolar Fluid between Parallel Plates

Cite this Research Publication : Ghaliah Alhamzi, Badr Saad T. Alkahtani, Ravi Shanker Dubey, Vinutha Kalleshachar, Neelima Nizampatnam, Impact of Pollutant Concentration and Particle Deposition on the Radiative Flow of Casson-Micropolar Fluid between Parallel Plates, Computer Modeling in Engineering & Sciences, Tech Science Press, 2025, https://doi.org/10.32604/cmes.2024.055500

Publisher : Tech Science Press

Year : 2025

Use of wavelet-based neural networks for optimization of heat and mass transfer radiative hybrid nanofluid over a nonlinear stretching surface

Cite this Research Publication : Kalleshachar Vinutha, Nizampatnam Neelima, Nagaraj Patil, Rishiv Kalia, Javali Kotresh Madhukesh, Umair Khan, Jomana Adel Bashatah, Use of wavelet-based neural networks for optimization of heat and mass transfer radiative hybrid nanofluid over a nonlinear stretching surface, Advances in Mechanical Engineering, SAGE Publications, 2025, https://doi.org/10.1177/16878132251371755

Publisher : SAGE Publications

Year : 2025

Aspects of motile microorganism and thermophoretic particle deposition in the binary chemical reactive ternary hybrid nanofluid past a porous microchannel

Cite this Research Publication : Ajjanna Roja, Umair Khan, Thulasiram Ramachandran, Ankur Kulshreshta, Nizampatnam Neelima, Chander Prakash, El‐Sayed M. Sherif, Ioan Pop, Aspects of motile microorganism and thermophoretic particle deposition in the binary chemical reactive ternary hybrid nanofluid past a porous microchannel, ZAMM - Journal of Applied Mathematics and Mechanics / Zeitschrift für Angewandte Mathematik und Mechanik, Wiley, 2025, https://doi.org/10.1002/zamm.70017

Publisher : Wiley

Year : 2025

Analyzing heat and mass transfer of nanofluid flow on a stenosed artery applying endo-exothermic chemical reaction and bioconvection using a model-agnostic meta-learner technique: A numerical approach

Cite this Research Publication : Shivalila Hangaragi, Neelima N, G K Tejaswini, K Vinutha, Amal Abdulrahman, J K Madhukesh, Analyzing heat and mass transfer of nanofluid flow on a stenosed artery applying endo-exothermic chemical reaction and bioconvection using a model-agnostic meta-learner technique: A numerical approach, International Journal of Thermofluids, Elsevier BV, 2025, https://doi.org/10.1016/j.ijft.2025.101470

Publisher : Elsevier BV

Year : 2025

A computational role of blood nanofluid induced by a stenosed artery with porous medium and thermophoretic particle deposition effects

Cite this Research Publication : Shivalila Hangaragi, N. Neelima, N. Beemkumar, Ankur Kulshreshta, Umair Khan, Noreen Sher Akbar, Mohammad Kanan, Mona Mahmoud, A computational role of blood nanofluid induced by a stenosed artery with porous medium and thermophoretic particle deposition effects, Alexandria Engineering Journal, Elsevier BV, 2025, https://doi.org/10.1016/j.aej.2024.11.010

Publisher : Elsevier BV

Year : 2025

Integrated fusion approach for multi-class heart disease classification through ECG and PCG signals with deep hybrid neural networks

Cite this Research Publication : Shivalila Hangaragi, N. Neelima, Katarina Jegdic, Amitesh Nagarwal, Integrated fusion approach for multi-class heart disease classification through ECG and PCG signals with deep hybrid neural networks, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-92395-w

Publisher : Springer Science and Business Media LLC

Year : 2025

CAE SynthImgGen: Revolutionizing cancer diagnosis with convolutional autoencoder-based synthetic image generation

Cite this Research Publication : Shivalila Hangaragi, N. Neelima, Vivek Venugopal, Somnath Ganguly, Joyti Mudi, Joon-Ho Choi, CAE SynthImgGen: Revolutionizing cancer diagnosis with convolutional autoencoder-based synthetic image generation, Alexandria Engineering Journal, Elsevier BV, 2025, https://doi.org/10.1016/j.aej.2024.11.117

Publisher : Elsevier BV

Year : 2025

Thermal analysis of MHD non-Newtonian nanofluid flow across a Riga parallel plates with CattaneoChristov heat flux: A deep learning approach

Cite this Research Publication : R P Ashrith, K V Nagaraja, N Neelima, Koushik V. Prasad, Ankur Kulshreshta, O.D. Makinde, Thermal analysis of MHD non-Newtonian nanofluid flow across a Riga parallel plates with CattaneoChristov heat flux: A deep learning approach, International Journal of Thermofluids, Elsevier BV, 2025, https://doi.org/10.1016/j.ijft.2025.101194

Publisher : Elsevier BV

Year : 2024

Thermal analysis of metal foam and nanofluid integration in an asymmetrical heated channel

Cite this Research Publication : T.C. Shubha, Thaurya Naik, Banjara Kotresha, Shekasa L. Nadaf, N. Neelima, Taseer Muhammad, Chander Prakash, Thermal analysis of metal foam and nanofluid integration in an asymmetrical heated channel, Case Studies in Thermal Engineering, Elsevier BV, 2024, https://doi.org/10.1016/j.csite.2024.105118

Publisher : Elsevier BV

Year : 2024

Role of chemical processes and porous media in thermal transport of Casson nanofluid flow: A study with Riga plates

Cite this Research Publication : N. Shivaraju, Pudhari Srilatha, K.R. Raghunatha, M.B. Rekha, K. Vinutha, Chander Prakash, N. Neelima, Seepana Praveenkumar, Amal Abdulrahman, Role of chemical processes and porous media in thermal transport of Casson nanofluid flow: A study with Riga plates, Case Studies in Thermal Engineering, Elsevier BV, 2024, https://doi.org/10.1016/j.csite.2024.105395

Publisher : Elsevier BV

Year : 2024

Gene Selection Based Cancer Classification With Adaptive Optimization Using Deep Learning Architecture

Cite this Research Publication : Das, A., Neelima, N., Deepa, K., Ozer, T., "Gene Selection Based Cancer Classification With Adaptive Optimization Using Deep Learning Architecture", IEEE Access, 2024, 12, pp. 62234–62255

Publisher : IEEE Access

Year : 2024

Improving flow efficiency in micro and mini-channels with offset strip fins: A stacking ensemble technique for Accurate friction factor prediction in steady periodically developed flow

Cite this Research Publication : Chandan, K., Nagaraja, K. V., Gamaoun, F., Smitha, T. V., Neelima, N., Khan, U., & Hassan, A. M. Improving flow efficiency in micro and mini-channels with offset strip fins: A stacking ensemble technique for Accurate friction factor prediction in steady periodically developed flow. Case Studies in Thermal Engineering, 2024, 56, 104232. Impact Factor 6.8 – Q1

Publisher : Elsevier

Year : 2023

Face Detection and Recognition Using Face Mesh and Deep Neural Network

Cite this Research Publication : Shivalila.H, Tripty Singh, Neelima.N, “Face Detection and Recognition Using Face Mesh and Deep Neural Network”, Procedia Computer Science, vol.218, pp:741-749, 2023

Publisher : Procedia Computer Science

Year : 2023

An evolutionary model for sleep quality analytics using fuzzy system

Cite this Research Publication : Hangaragi, S., Nizampatnam, N., Kaliyaperumal, D., Özer, T, “An evolutionary model for sleep quality analytics using fuzzy system”, Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 2023.

Publisher : Proceedings of the Institution of Mechanical Engineers Part H Journal of Engineering in Medicine

Year : 2023

A comparative analysis of deep neural network models in IoT-based smart systems for energy prediction and theft detection

Cite this Research Publication : Sebastian, P.K., Deepa, K., Neelima, N., Paul, R., Özer, T., "A comparative analysis of deep neural network models in IoT-based smart systems for energy prediction and theft detection", IET Renewable Power Generation, 2023.(SCI Journal, IF= 3.03)

Publisher : IET Renewable Power Generation

Year : 2019

Research on different classifiers for early detection of lung nodules

Cite this Research Publication : M. .k, .K, A., and Dr. N. Neelima, “Research on different classifiers for early detection of lung nodules”, International Journal of Recent Technology and Engineering (IJRTE), vol. 8, no. 2S3, 2019.

Publisher : International Journal of Recent Technology and Engineering (IJRTE)

Year : 2013

Non-linear mathematical equations for PAPR reduction in OFDM

Cite this Research Publication : R. Sundararajan, M. Reddy, D., Vinurudh, D., Anil, A., Mohan, D., and Neelima, N. K., “Non-linear mathematical equations for PAPR reduction in OFDM”, Communications in Computer and Information Science, vol. 296 CCIS, pp. 181-186, 2013.

Publisher : Communications in Computer and Information Science

Conference Paper

Year : 2025

Virtual Voice Assistant (Jenny)

Cite this Research Publication : Achyutha Reddy Avilala, SakethVardhan Reddy Dagada, Jayashree M. Oli, N. Neelima, Virtual Voice Assistant (Jenny), 2025 International Conference on Intelligent and Innovative Technologies in Computing, Electrical and Electronics (IITCEE), IEEE, 2025, https://doi.org/10.1109/iitcee64140.2025.10915524

Publisher : IEEE

Year : 2025

Brain Tumor Classification: A Comprehensive Framework with Uncertainty Quantification and Markov Chain Simulation

Cite this Research Publication : Raphael, Anisha, Megha Elango, N.Neelima, C. Paramasivam. "Brain Tumor Classification: A Comprehensive Framework with Uncertainty Quantification and Markov Chain Simulation." In 2025 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI), pp. 1-6. IEEE, 2025

Year : 2025

Evaluation of Machine Learning Frameworks: VGG16, InceptionV3, ResNet50, and Custom CNN for Martian Surface Classification

Cite this Research Publication : Mohith, B., Korada, R., Fondekar, K.P., Neelima, N. and Oli, J.M., 2025, March. Evaluation of Machine Learning Frameworks: VGG16, InceptionV3, ResNet50, and Custom CNN for Martian Surface Classification. In 2025 International Conference on Data Science, Agents & Artificial Intelligence (ICDSAAI) (pp. 1-6). IEEE.

Year : 2025

Enhanced Medical Imaging-Based Classification Systems for Bone Health

Cite this Research Publication : P Dharun Kumar, Dhruv Kumar, Sugesh Raj, N. Neelima, Jayashree M. Oli, Enhanced Medical Imaging-Based Classification Systems for Bone Health, 2025 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), IEEE, 2025, https://doi.org/10.1109/amathe65477.2025.11081203

Publisher : IEEE

Year : 2025

Securing the Transaction Details of an Individual using AES and Biometric Fingerprinting

Cite this Research Publication : Hemanth Prasad N, N Neelima, Securing the Transaction Details of an Individual using AES and Biometric Fingerprinting, 2025 International Conference on Computing Technologies (ICOCT), IEEE, 2025, https://doi.org/10.1109/icoct64433.2025.11118938

Publisher : IEEE

Year : 2025

Adaptive Gene Selection Based Effective Cancer Diagnosis and Classification Using Metaheuristic Optimization Algorithms and Deep Learning

Cite this Research Publication : Das, A. and Neelima, N., 2025, June. Adaptive Gene Selection Based Effective Cancer Diagnosis and Classification Using Metaheuristic Optimization Algorithms and Deep Learning. In 2025 International Conference on Emerging Technologies in Computing and Communication (ETCC) (pp. 1-7). IEEE.

Year : 2025

Low-Power Energy-Efficient CNTFET-Based Quaternary Multipliers

Cite this Research Publication : Sarada Musala, G. V. S. Ajay, N. Neelima, Low-Power Energy-Efficient CNTFET-Based Quaternary Multipliers, Circuit Design for Modern Applications, CRC Press, 2025, https://doi.org/10.1201/9781003483052-10

Publisher : CRC Press

Year : 2025

Performance Analysis of Transfer Learning Techniques for Hand-Gesture Controlled Robot

Cite this Research Publication : Mandru Vamsi Venkata Krishna, N. Neelima, Susmitha Vekkot, Performance Analysis of Transfer Learning Techniques for Hand-Gesture Controlled Robot, 2025 Third International Conference on Networks, Multimedia and Information Technology (NMITCON), IEEE, 2025, https://doi.org/10.1109/nmitcon65824.2025.11188917

Publisher : IEEE

Year : 2025

Time Series Monitoring of Urban Lake Health Using Sentinel-2 Satellite Imagery: A Case Study from Bengaluru City, India

Cite this Research Publication : B. Lakshmi Sowmya, R. V. Pavithra, V. Dheeraj Kumar, N. Neelima, Vishnu Nandan, Vivek Venugopal, Time Series Monitoring of Urban Lake Health Using Sentinel-2 Satellite Imagery: A Case Study from Bengaluru City, India, 2025 International Conference on Electronics, Computing, Communication and Control Technology (ICECCC), IEEE, 2025, https://doi.org/10.1109/iceccc65144.2025.11063849

Publisher : IEEE

Year : 2025

Sign Language Recognition Using MobileNetV1: A Real Time Approach

Cite this Research Publication : Vempalli Hinduna Reddy, Nookala Sai Kovela, Neelima N, Sonali Agrawal, Sign Language Recognition Using MobileNetV1: A Real Time Approach, 2025 8th International Conference on Electronics, Materials Engineering & Nano-Technology (IEMENTech), IEEE, 2025, https://doi.org/10.1109/iementech65115.2025.10959470

Publisher : IEEE

Year : 2025

Comparative Analysis of Enhancing Indian Road Traffic Disturbance Recovery

Cite this Research Publication : Vedhesh Dhinakaran, Nikhil Sanjay, Kopperla Bharath Reddy, T. V. Smitha, N. Neelima, Comparative Analysis of Enhancing Indian Road Traffic Disturbance Recovery, 2025 International Conference on Emerging Technologies in Computing and Communication (ETCC), IEEE, 2025, https://doi.org/10.1109/etcc65847.2025.11108403

Publisher : IEEE

Year : 2025

Multi-Depot Pickup and Delivery Problem Optimization with Constraint Logic Programming

Cite this Research Publication : Allada Smrithi, Alimili Varshini, Valluru Venkata Sai Bhavitha Reddy, T.V. Smitha, N. Neelima, Multi-Depot Pickup and Delivery Problem Optimization with Constraint Logic Programming, [source], IEEE, 2025, https://doi.org/10.1109/ICCIES63851.2025.11032540

Publisher : IEEE

Year : 2025

PCB Defect Detection Using Machine Learning: YOLOv5 and Inception v3 CNN-Based Approach

Cite this Research Publication : Tanu Kumari, Theertha Raj, Pasuluru Sanath Darahas, N. Neelima, Bhavana. V, PCB Defect Detection Using Machine Learning: YOLOv5 and Inception v3 CNN-Based Approach, 2025 3rd International Conference on Smart Systems for applications in Electrical Sciences (ICSSES), IEEE, 2025, https://doi.org/10.1109/icsses64899.2025.11009644

Publisher : IEEE

Year : 2025

Enhanced Identification of Wild Bird Species Using Ensemble Learning and Frequency Dynamic Convolution Methods

Cite this Research Publication : Bhargav S, Harshadeep Reddy, Varigonda Rajesh, N. Neelima, Bhavana V., Enhanced Identification of Wild Bird Species Using Ensemble Learning and Frequency Dynamic Convolution Methods, 2025 International Conference in Advances in Power, Signal, and Information Technology (APSIT), IEEE, 2025, https://doi.org/10.1109/apsit63993.2025.11085154

Publisher : IEEE

Year : 2024

LiDAR Point Clouds in Autonomous Driving Integrated with Deep Learning: A Tech Prospect

Cite this Research Publication : S. Vishnupriya Chowdhary, N. Neelima, LiDAR Point Clouds in Autonomous Driving Integrated with Deep Learning: A Tech Prospect, 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), IEEE, 2024, https://doi.org/10.1109/icaect60202.2024.10469373

Publisher : IEEE

Year : 2024

Real-Time Gesture and Sentence Level Sign Language Translator

Cite this Research Publication : Pala Chaitra, Bollem Poojitha, Nikitha G V, Neelima N, Real-Time Gesture and Sentence Level Sign Language Translator, 2024 Fourth International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), IEEE, 2024, https://doi.org/10.1109/icaect60202.2024.10469646

Publisher : IEEE

Year : 2024

Advanced machine learning models for Depression level categorization using DSM 5 and personality traits

Cite this Research Publication : Rahul Krishna, Ravi Teja, N. Neelima, Nikhita Peddi, Advanced machine learning models for Depression level categorization using DSM 5 and personality traits, Procedia Computer Science, Elsevier BV, 2024, https://doi.org/10.1016/j.procs.2024.04.263

Publisher : Elsevier BV

Year : 2024

Improvement of Brain Tumor Categorization using Deep Learning: A Comprehensive Investigation and Comparative Analysis

Cite this Research Publication : T. Lakshmi Prasanthi, N. Neelima, Improvement of Brain Tumor Categorization using Deep Learning: A Comprehensive Investigation and Comparative Analysis, Procedia Computer Science, Elsevier BV, 2024, https://doi.org/10.1016/j.procs.2024.03.259

Publisher : Elsevier BV

Year : 2024

Enhanced Recognition of Hand-Drawn Circuit Components Using Fast R-CNN and Faster R-CNN

Cite this Research Publication : Harsh Bhutra, D H Sai Tanishq, Bhavya Samidala, Vivek Venugopal, N Neelima, Enhanced Recognition of Hand-Drawn Circuit Components Using Fast R-CNN and Faster R-CNN, 2024 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET), IEEE, 2024, https://doi.org/10.1109/icramet62801.2024.10809077

Publisher : IEEE

Year : 2024

Deep learning based medical image classification research: An overview

Cite this Research Publication : Anju Das, N. Neelima, Deep learning based medical image classification research: An overview, AIP Conference Proceedings, AIP Publishing, 2024, https://doi.org/10.1063/5.0234272

Publisher : AIP Publishing

Year : 2024

Improving Foot Deformity Detection in Children: Synthetic Plantar Pressure Data Generation with GMM and GAN

Cite this Research Publication : K Aswin Raj, Sandra Krishnan, Anu Chalil, Vivek Venugopal, Neelima N, Improving Foot Deformity Detection in Children: Synthetic Plantar Pressure Data Generation with GMM and GAN, 2024 4th Asian Conference on Innovation in Technology (ASIANCON), IEEE, 2024, https://doi.org/10.1109/asiancon62057.2024.10838069

Publisher : IEEE

Year : 2024

A Cloud-Based Blackbox in Electric Vehicle

Cite this Research Publication : C R Amrutha Varshini, Ayush Tiwari, Yeddula Poojitha, K. Deepa, N. Neelima, A Cloud-Based Blackbox in Electric Vehicle, 2024 3rd International Conference for Advancement in Technology (ICONAT), IEEE, 2024, https://doi.org/10.1109/iconat61936.2024.10775164

Publisher : IEEE

Year : 2024

Real-Time Smart Phone-Enabled Eyes Disease Classification

Cite this Research Publication : Bollem Poojitha, G.V Nikitha, K.S Sampath, N Neelima, T.V Smitha, Real-Time Smart Phone-Enabled Eyes Disease Classification, 2024 3rd International Conference for Advancement in Technology (ICONAT), IEEE, 2024, https://doi.org/10.1109/iconat61936.2024.10774937

Publisher : IEEE

Year : 2024

Revolutionizing Air Quality Forecasting in Bengaluru with Advanced Machine Learning Techniques

Cite this Research Publication : A. Neeraja, Ch. Mounika Begum, K. Vigneswara Reddy, T. V. Smitha, N. Neelima, Revolutionizing Air Quality Forecasting in Bengaluru with Advanced Machine Learning Techniques, 2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC), IEEE, 2024, https://doi.org/10.1109/icicec62498.2024.10808771

Publisher : IEEE

Year : 2024

Machine Learning for Road Safety Enhancement Through In-Vehicle Sensor Analysis

Cite this Research Publication : Divyasri C, Neelima N., T. V. Smitha, Machine Learning for Road Safety Enhancement Through In-Vehicle Sensor Analysis, 2024 Third International Conference on Electrical, Electronics, Information and Communication Technologies (ICEEICT), IEEE, 2024, https://doi.org/10.1109/iceeict61591.2024.10718630

Publisher : IEEE

Year : 2024

Modernizing Flood Control with Intelligent Dam Gate Prediction – A Survey

Cite this Research Publication : Chaitanya, T.R., Sangeetha, S.V.T., Deepa, K., Neelima, N., “Modernizing Flood Control with Intelligent Dam Gate Prediction - A Survey”, 2024 International Conference on Knowledge Engineering and Communication Systems, ICKECS 2024, 2024 DOI: 10.1109/ICKECS61492.2024.10616533

Publisher : IEEE

Year : 2024

Prediction of Battery Failure in EVs Using Machine Learning: A Case Study

Cite this Research Publication : Akhil, K.H., Deepa, K., Sangeetha, S.V.T., Neelima, N., “Prediction of Battery Failure in EVs Using Machine Learning: A Case Study”, 2024 International Conference on Knowledge Engineering and Communication Systems, ICKECS 2024, 2024

Publisher : IEEE

Year : 2024

Predicting Vegetables and Fruits through Supply Chain Insights

Cite this Research Publication : Oberoi, K.G., Deepa, K., Sangeetha, S.V.T., Neelima, N. “Predicting Vegetables And Fruits Through Supply Chain Insights”, 2024 IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation, IATMSI 2024, 2024. DOI: 10.1109/IATMSI60426.2024.10502663

Publisher : IEEE

Year : 2023

Facial Expression Recognition System with Local Binary Features of Neural Network

Cite this Research Publication : Anju Das, Neelima N, Facial Expression Recognition System with Local Binary Features of Neural Network, 2023 International Conference on Data Science and Network Security (ICDSNS), IEEE, 2023, https://doi.org/10.1109/icdsns58469.2023.10244983

Publisher : IEEE

Year : 2023

A comparative analysis of deep neural network models in IoT‐based smart systems for energy prediction and theft detection

Cite this Research Publication : Praveen Kallukalam Sebastian, K Deepa, N. Neelima, Rinika Paul, Tolga Özer, A comparative analysis of deep neural network models in IoT‐based smart systems for energy prediction and theft detection, IET Renewable Power Generation, Institution of Engineering and Technology (IET), 2023, https://doi.org/10.1049/rpg2.12824

Publisher : Institution of Engineering and Technology (IET)

Year : 2023

Test Pattern Generation in BIST Architecture Using One-Hot Encoding

Cite this Research Publication : Noopura Parvathi A, Kirti S. Pande, Nizampatnam Neelima, Test Pattern Generation in BIST Architecture Using One-Hot Encoding, 2023 4th International Conference on Smart Electronics and Communication (ICOSEC), IEEE, 2023, https://doi.org/10.1109/icosec58147.2023.10276237

Publisher : IEEE

Year : 2023

Facial Expression Recognition System with Local Binay Feaures of Neural Network

Cite this Research Publication : Anju Das, N.Neelima, “Facial Expression Recognition System with Local Binay Feaures of Neural Network”, International Conference on Data Science and Network Security (ICDSNS), pp: 1-5, 2023

Publisher : International Conference on Data Science and Network Security (ICDSNS)

Year : 2023

Real-Time Indian Sign Language Recognition using Image Fusion

Cite this Research Publication : Tejaswini Kurre, Tejasvi Katta, Sai Abhinivesh Burla, N Neelima, “Real-Time Indian Sign Language Recognition using Image Fusion”, International Conference on Communication and Cyber Physical Engineering, pp: 595-605, 2023

Publisher : International Conference on Communication and Cyber Physical Engineering

Year : 2023

Accuracy comparison of Neural models for spelling correction in handwriting OCR data

Cite this Research Publication : Shivalila H, Peeta Basa Pati, Neelima.N, “ Accuracy comparison of Neural models for spelling correction in handwriting OCR data”, Lecture Notes in Electrical Engineering, vol.977, pp: 229-239, 2023

Publisher : Lecture Notes in Electrical Engineering

Year : 2022

Dietary Assessment and Nutritional Analysis Using Deep Learning

Cite this Research Publication : S. Madhumitha, M. Magimaa, M. Maniratnam, N. Neelima, Dietary Assessment and Nutritional Analysis Using Deep Learning, Lecture Notes in Electrical Engineering, Springer Singapore, 2022, https://doi.org/10.1007/978-981-16-8862-1_2

Publisher : Springer Singapore

Year : 2022

Qualitative Classification of Wheat Grains Using Supervised Learning

Cite this Research Publication : “Qualitative Classification of wheat grains using Supervised Learning”, Lecture Notes on Data Engineering and Communication Technologies, LNDECT, vol.111, pp: 71-80, 2022.

Year : 2021

The Analogy of Haar Cascade and HOG Approaches for Facial Emotion Recognition

Cite this Research Publication : M. Aishwarya, N. Neelima, The Analogy of Haar Cascade and HOG Approaches for Facial Emotion Recognition, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2021, https://doi.org/10.1007/978-981-16-0882-7_62

Publisher : Springer Nature Singapore

Year : 2021

An Inter-Comparative Survey on State-of-the-Art Detectors—R-CNN, YOLO, and SSD

Cite this Research Publication : B. Bhavya Sree, V. Yashwanth Bharadwaj, N. Neelima, An Inter-Comparative Survey on State-of-the-Art Detectors—R-CNN, YOLO, and SSD, Smart Innovation, Systems and Technologies, Springer Singapore, 2021, https://doi.org/10.1007/978-981-33-4443-3_46

Publisher : Springer Singapore

Year : 2021

Smart and Autonomous Door Unlocking System Using Face Detection and Recognition

Cite this Research Publication : Dr. N. Neelima, Kalturi, A., and Agarwal, A., “Smart and Autonomous Door Unlocking System Using Face Detection and Recognition”, in Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT), Singapore, 2021.

Publisher : Lecture Notes on Data Engineering and Communications Technologies book series (LNDECT)

Year : 2021

A Hybrid Approach to Review Mining–-Restaurant Data in Depth Analysis

Cite this Research Publication : R. P. Babu, Sreenivas, S., VinayVarma, U. S., and Dr. N. Neelima, “A Hybrid Approach to Review Mining–-Restaurant Data in Depth Analysis”, in Innovative Data Communication Technologies and Application, Singapore, 2021.

Publisher : Innovative Data Communication Technologies and Application

Year : 2020

Driver Drowsiness Monitoring System

Cite this Research Publication : J. V. V. S. N. Raju, Rakesh, P., and Dr. N. Neelima, “Driver Drowsiness Monitoring System”, in Intelligent Manufacturing and Energy Sustainability, Singapore, 2020.

Publisher : Intelligent Manufacturing and Energy Sustainability

Year : 2020

Intelligent Text Mining to Sentiment Analysis of Online Reviews

Cite this Research Publication : P. .Asritha, Sudha, C. P., and Reddy, P. Raja, “Intelligent Text Mining to Sentiment Analysis of Online Reviews”, in 5th International Conference on Recent Trends in Big Data and IoT (ICRTBI), St. Joseph's Institute of Technology, Chennai, India , 2020.

Publisher : St. Joseph's Institute of Technology, Chennai

Year : 2017

An Integrated Framework to Image Retrieval Using L*a*b Color Space and Local Binary Pattern

Cite this Research Publication : N. Neelima, P. Koteswara rao, N. Sai Praneeth, G. N. Mamatha, An Integrated Framework to Image Retrieval Using L*a*b Color Space and Local Binary Pattern, Communications in Computer and Information Science, Springer Singapore, 2017, https://doi.org/10.1007/978-981-10-4859-3_25

Publisher : Springer Singapore

Year : 2017

An efficient approach to CBIR using DWT and Quantized histogram

Cite this Research Publication : “An efficient approach to CBIR using DWT and Quantized histogram”, Int. Journal of Innovative Computing, Information and Control, IJICIC (Scopus-Q1), vol.13, No.1, pp: 157-166, 2017.

Year : 2016

An Integrated approach to CBIR using multiple features and HSV Histogram

Cite this Research Publication : "An Integrated approach to CBIR using multiple features and HSV Histogram", International Journal of Engineering and Technology (IJET), ISSN (Online): 0975-4024, vol. 8 No. 5 Oct-Nov 2016

Year : 2016

An Efficient QBIR System Using Adaptive Segmentation and Multiple Features

Cite this Research Publication : N. Neelima, E. Sreenivasa Reddy, N. Kalpitha, An Efficient QBIR System Using Adaptive Segmentation and Multiple Features, Procedia Computer Science, Elsevier BV, 2016, https://doi.org/10.1016/j.procs.2016.05.139

Publisher : Elsevier BV

Year : 2016

An Innovative Approach for Occlusion elimination in 3D Reconstruction

Cite this Research Publication : “An Innovative Approach for Occlusion elimination in 3D Reconstruction", Procedia Computer Science, Elsevier pub, vol.87, pp: 111-115, 2016.

Year : 2015

An Efficient Multi Object Image Retrieval System Using Multiple Features and SVM

Cite this Research Publication : Nizampatnam Neelima, E. Sreenivasa Reddy, An Efficient Multi Object Image Retrieval System Using Multiple Features and SVM, Advances in Intelligent Systems and Computing, Springer International Publishing, 2015, https://doi.org/10.1007/978-3-319-28658-7_22

Publisher : Springer International Publishing

Year : 2015

An improved image retrieval system using optimized FCM & multiple shape, texture features

Cite this Research Publication : N. Neelima, E. Sreenivasa Reddy, An improved image retrieval system using optimized FCM & multiple shape, texture features, 2015 IEEE International Conference on Computational Intelligence and Computing Research (ICCIC), IEEE, 2015, https://doi.org/10.1109/iccic.2015.7435666

Publisher : IEEE

Year : 2013

Investigation of process variation on register files in 65nm technology

Cite this Research Publication : “Investigation of process variation on register files in 65nm technology”, IEEE International Conference (ICEVENT -13), IEEE Xplore pub, 2013.

Year : 2013

Object removal by region based filling inpainting

Cite this Research Publication : “Object removal by region based filling Inpainting”, IEEE International Conference, (Scopus indexed) (ICEVENT-13), IEEE Xplore pub, pp:1-5, 2013.

Conference Proceedings

Year : 2024

Phonocardiogram Signal Analysis for Automated Cardiac Murmur Detection

Cite this Research Publication : Shivalila Hangaragi, Neelima N, Phonocardiogram Signal Analysis for Automated Cardiac Murmur Detection, 2024 First International Conference on Innovations in Communications, Electrical and Computer Engineering (ICICEC), IEEE, 2024, https://doi.org/10.1109/icicec62498.2024.10808223

Publisher : IEEE

Year : 2024

Supply Chain Management Using Optimization and Machine Learning Techniques

Cite this Research Publication : Pandey, Honey, N. Neelima, and K. V. Nagaraja. "Supply Chain Management Using Optimization and Machine Learning Techniques." In International Conference on Computational Intelligence in Data Science, pp. 342-352. Cham: Springer Nature Switzerland, 2024

Publisher : Springer

Year : 2024

Optimizing Cargo Ship Operational Costs: A Comprehensive Algorithmic Approach

Cite this Research Publication : Sree, KuruvaDivya, GeethikaGunti, NizampatnamNeelima, and K. V. Nagaraja. "Optimizing Cargo Ship Operational Costs: A Comprehensive Algorithmic Approach." In 2023 4th International Conference on Intelligent Technologies (CONIT), pp. 1-6. IEEE, 2024

Publisher : IEEE

Year : 2024

A Fast and Accurate Object Counting using Sobel Edge Detection System for Real – Time Star Gazing

Cite this Research Publication : Lolla Lakshmi Vaishnavi, Mittapally Bhavana, Dodda Chandra Maruthi Manideep, Neelima N, Vivek Venugopal, "A Fast and Accurate Object Counting using Sobel Edge Detection System for Real–Time Star Gazing." In 2024 Asia Pacific Conference on Innovation in Technology (APCIT), pp. 1-5. IEEE, 2024.

Publisher : IEEE

Patents

Year : 2024

System for Monitoring EV Battery Health

Cite this Research Publication : Jha, Arya., Raghunath Coimbatore, Amruthavarshini, Yedulla, Poojitha., Tiwari, Ayush., Kaliyaperumal, Deepa., Nizampatnam, Neelima, "System for Monitoring EV Battery Health," Indian Patent (Patent Application Number - 202441050339 ) 1-7-24 Indian Patent filed and Status Pending

Year : 2023

Automated System for Cancer Detection and a Method Thereof

Cite this Research Publication : Nizamparnam, Neelima; Kaliyaperumal, Deepa; Hangaragi, Shivalila, "Automated System for Cancer Detection and a Method Thereof," Indian Patent, Application Number - 202341084626, Indian Patent Filed, Status Pending (12-12-23)

Book Chapter

Year : 2021

Methods for Epileptic Seizure Prediction Using EEG Signals: A Survey

Cite this Research Publication : S. Bulusu, Prasad, R. Sai Surya, Telluri, P., and Dr. N. Neelima, “Methods for Epileptic Seizure Prediction Using EEG Signals: A Survey”, in Artificial Intelligence Techniques for Advanced Computing Applications, J. D. Hemanth, Vadivu, G., Sangeetha, M., and Balas, V. Emilia, Eds. Singapore: Springer Singapore, 2021.

Publisher : Artificial Intelligence Techniques for Advanced Computing Applications

Professional Appointments
Year Affiliation
2018 Assistant Professor (Sl.Gr.), Amrita University
2015 Assistant Professor, Jain University
Patents
  • India Patent, Filed with Patent no: 202541088605, “AncientLingo-Platform for Multilingual Semantic Translation Framework for the Digitization of Ancient Document Archives”.
Research

Research & Management Experience

  • Co-PI of Amrita SEED Grant Project for 41.2 Lakhs
  • Co-PI of C2S (MeitY) Project received for the years 2024-2027
  • Principal Investigator of the Project sanctioned under NISAR-RA proposal from ISRO-SAC.
  • Assistive technology for physically challenged people – KSCST funded project.

Major Research Interests

  • Machine Learning, Artificial Intelligence, Image Processing
Courses Taught
  • Introduction to Soft Computing
  • Pattern Recognition Techniques & Algorithms
  • Information Theory & Coding Techniques
  • Digital Circuits & Systems
  • Data Communications & Networks
Student Guidance

Undergraduate students

Sl. No. Name of the Student(s) Topic Status – Ongoing/ Completed Year of Completion
1 Madan.K, Anusha.K, Pavan kalyan Classification for early detection of lung nodules in CT Images Completed 2019
2 JVSSN.Raju, Rakesh. K Driver drowsiness monitoring system Completed 2019
3 Guru charan.M, Sai Sravanai. N, P. Satya Nikhil Varma Medicinal Leaf identification Completed 2019
4 Pavan telluri, Srinidhi B, R.Surya Epileptic Seizure Prediction Completed 2020
5 Raghavendra.P, Sreenivas.S, Vinay Varma.U Sentimental analysis for business applications Completed 2020
6 Anjali Agarwal, Amrutha Smart and Autonomous Door Unlocking System Using Face Detection and Recognition Completed 2020
7 Ashritha. P, Pushpitha, Pritvi raja reddy Sentiment analysis for twitter analysis Completed 2020
8 Bhavya sree budda, Yashwanth Bharadwaj Object detection using Yolo and comparison analysis Completed 2020
9 Aishwarya manjunath Facial Emotion recognition Ongoing 2021
10 Madhumitha, Magima, Maniratnam Dietary assessment and nutrition analysis Ongoing 2021
11 Sarvesh, Lohith, Satwik Wheat grain Analysis Ongoing 2021

Research scholars

Sl. No. Name of the Student(s) Topic Status – Ongoing/Completed Year of Completion
1 Ms. Anju Das Ongoing
2 Vishnu Priya.S Ongoing
3 Lakshmi Prasanthi. T Ongoing
4 Prasanthi. K Ongoing
5 Shivalila H Completed
6 Hemanth Prasad N Ongoing
Admissions Apply Now