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Dr. Sabarish B. A.

Assistant Professor (Sl.Gd.) , School of Computing, Coimbatore

Qualification: M.Tech., Ph.D
ba_sabarish@cb.amrita.edu
Sabarish B. A's Google Scholar Profile
Research Interest: Machine Learning, Artificial Intelligence, Spatial databases and Software Engineering.  

Bio

Dr. Sabarish B. A. currently serves as Assistant Professor (Sl.Gd.) at the School of Computing, Amrita Vishwa Vidyapeetham, Coimbatore Campus. B.A.Sabarish received a Ph.D. degree under the Faculty of Engineering, from Amrita Vishwa Vidyapeetham, Coimbatore in 2022. His areas of research include Machine Learning, Artificial Intelligence, Spatial databases and Software Engineering.

Publications

Conference Paper

Year : 2026

Cross-Attention Aggregation: A Novel Approach for Contextual Similarity Using Multi-model Embeddings

Cite this Research Publication : C. Arunkumar, B. A. Sabarish, S. B. Apoorva, M. Shiva, K. M. Navaneeth, K. Nithya, Cross-Attention Aggregation: A Novel Approach for Contextual Similarity Using Multi-model Embeddings, Communications in Computer and Information Science, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-16830-6_3

Publisher : Springer Nature Switzerland

Year : 2026

Time-Series Analysis of Temporal Variations in Near Shore Bathymetry

Cite this Research Publication : B. A. Sabarish, K. Raghesh Krishnan, S. Padmavathi, B. Samyukth, Harika Kanakam, Sri Bhuvana Pathaneni, M. Shailesh, Sivaiah Borra, Vijay Pottapinjara, Time-Series Analysis of Temporal Variations in Near Shore Bathymetry, Lecture Notes in Networks and Systems, Springer Nature Singapore, 2026, https://doi.org/10.1007/978-981-95-3978-9_14

Publisher : Springer Nature Singapore

Year : 2026

SDG driven carbon aware machine learning model recommendation framework

Cite this Research Publication : Kurla Uday Kiran Reddy, B. A. Sabarish, P. Bagavathi Sivakumar, SDG driven carbon aware machine learning model recommendation framework, Scientific Reports, Springer Science and Business Media LLC, 2026, https://doi.org/10.1038/s41598-026-53309-6

Publisher : Springer Science and Business Media LLC

Year : 2026

Generating Functional Requirements Through Tailored LLM for Software Requirements

Cite this Research Publication : Patala Durgaprasad, B. A. Sabarish, C. Arunkumar, Generating Functional Requirements Through Tailored LLM for Software Requirements, Lecture Notes in Networks and Systems, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-15398-2_14

Publisher : Springer Nature Switzerland

Year : 2026

Air Quality Analysis Using Time Series Extrinsic Regression

Cite this Research Publication : Sirajuddin Khan, C. Arunkumar, B. A. Sabarish, Air Quality Analysis Using Time Series Extrinsic Regression, Lecture Notes in Networks and Systems, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-14038-8_15

Publisher : Springer Nature Switzerland

Year : 2026

Comparative Analysis of Carbon Footprint Predictions for Electronic Product Categories Using Random Forest, Federated Learning, and Contrastive Learning Models

Cite this Research Publication : G. S. Anantha Ram, C. D. R. Tejeshwar, B. A. Sabarish, Comparative Analysis of Carbon Footprint Predictions for Electronic Product Categories Using Random Forest, Federated Learning, and Contrastive Learning Models, Lecture Notes in Networks and Systems, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-26373-5_11

Publisher : Springer Nature Switzerland

Year : 2026

Comparative Study of Different LLMs for Requirements Gathering

Cite this Research Publication : B. A. Sabarish, C. Arunkumar, Deepak Menan Ravichandran, R. Deepthika, S. Dharsan, Suruthi Lavanya Anandan, Patala Durga Prasad, Comparative Study of Different LLMs for Requirements Gathering, Lecture Notes in Networks and Systems, Springer Nature Switzerland, 2026, https://doi.org/10.1007/978-3-032-15401-9_20

Publisher : Springer Nature Switzerland

Year : 2026

Identifying and Modeling the Complex Relationships Among Landslide Causative Factors: A Wayanad Case study

Cite this Research Publication : C.V. Ambili, B.A. Sabarish, R. Aarthi, Identifying and Modeling the Complex Relationships Among Landslide Causative Factors: A Wayanad Case study, Procedia Computer Science, Elsevier BV, 2026, https://doi.org/10.1016/j.procs.2026.03.036

Publisher : Elsevier BV

Year : 2025

Prioritizing Test Cases Through Federated Learning Approach

Cite this Research Publication : B. A. Sabarish, P. Malathi, C. V. Jai Prasanth, A. V. Kishore, S. S. Naveen, Sai Ramya Illuri, Prioritizing Test Cases Through Federated Learning Approach, Lecture Notes in Electrical Engineering, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-96-4679-1_6

Publisher : Springer Nature Singapore

Year : 2025

Memspect: Tiny Static Analysis Framework for Real-World C Codebases

Cite this Research Publication : V. Hari Varsha, B. A. Sabarish, G. Balashivaram, P. Malathi, M. Mohamed Aathil, Sankranti Srikar, R. Resmi, Memspect: Tiny Static Analysis Framework for Real-World C Codebases, Lecture Notes in Electrical Engineering, Springer Nature Singapore, 2025, https://doi.org/10.1007/978-981-96-4679-1_11

Publisher : Springer Nature Singapore

Year : 2025

Hybrid Dehazing Method for Low-Bandwidth Satellite Images Based on Generative Adversarial Network

Cite this Research Publication : B. A. Sabarish, R. Aarthi, R. Dhamayandhi, Akshaya Sajith, Hybrid Dehazing Method for Low-Bandwidth Satellite Images Based on Generative Adversarial Network, Lecture Notes in Networks and Systems, Springer Nature Switzerland, 2025, https://doi.org/10.1007/978-3-032-06253-6_22

Publisher : Springer Nature Switzerland

Year : 2024

User Story Based Automated Test Case Generation Using NLP

Cite this Research Publication : Arunkumar Chinnaswamy, B. A. Sabarish, R. Deepak Menan, User Story Based Automated Test Case Generation Using NLP, IFIP Advances in Information and Communication Technology, Springer Nature Switzerland, 2024, https://doi.org/10.1007/978-3-031-69982-5_12

Publisher : Springer Nature Switzerland

Year : 2024

Automatic Code Scraping Based Test Case Generation

Cite this Research Publication : Arunkumar Chinnaswamy, B. A. Sabarish, Automatic Code Scraping Based Test Case Generation, Lecture Notes in Networks and Systems, Springer Nature Switzerland, 2024, https://doi.org/10.1007/978-3-031-60935-0_42

Publisher : Springer Nature Switzerland

Year : 2023

Graph Theory-Based User Profile Extraction and Community Detection in LinkedIn—A Study

Cite this Research Publication : S. Sneha Latha, D. Lathika, T. Srehari, P. Yaswanthram, B. A. Sabarish, Graph Theory-Based User Profile Extraction and Community Detection in LinkedIn—A Study, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-19-8669-7_15

Publisher : Springer Nature Singapore

Year : 2023

Understanding Career Trajectories of IT Professionals – A Machine Learning Approach

Cite this Research Publication : Yaswanthram Ponnada, B. A. Sabarish, T. Srehari, D. Lathika, S. Sneha Latha, Understanding Career Trajectories of IT Professionals - A Machine Learning Approach, Communications in Computer and Information Science, Springer Nature Switzerland, 2023, https://doi.org/10.1007/978-3-031-45124-9_9

Publisher : Springer Nature Switzerland

Year : 2023

Dehazing of Satellite Images with Low Wavelength and High Distortion: A Comparative Analysis

Cite this Research Publication : Amrutha Sajeevan, B. A. Sabarish, Dehazing of Satellite Images with Low Wavelength and High Distortion: A Comparative Analysis, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-99-6702-5_30

Publisher : Springer Nature Singapore

Year : 2023

User Story-Based Automatic Keyword Extraction Using Algorithms and Analysis

Cite this Research Publication : Arantla Jaagruthi, Mallu Varshitha, Karumuru Sai Vinaya, Vayigandla Neelesh Gupta, C. Arunkumar, B. A. Sabarish, User Story-Based Automatic Keyword Extraction Using Algorithms and Analysis, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-99-6706-3_30

Publisher : Springer Nature Singapore

Year : 2023

Smoke Detection in Forest Using Deep Learning

Cite this Research Publication : G. Sankara Narayanan, B. A. Sabarish, Smoke Detection in Forest Using Deep Learning, Smart Innovation, Systems and Technologies, Springer Nature Singapore, 2023, https://doi.org/10.1007/978-981-19-8669-7_9

Publisher : Springer Nature Singapore

Year : 2022

Facility Recommendation Based on Trajectory Clustering

Cite this Research Publication : S. Sharmila, B. A. Sabarish, Facility Recommendation Based on Trajectory Clustering, Lecture Notes in Electrical Engineering, Springer Nature Singapore, 2022, https://doi.org/10.1007/978-981-19-2177-3_78

Publisher : Springer Nature Singapore

Year : 2022

Face Recognition Using Machine Learning Models – Comparative Analysis and impact of dimensionality reduction

Cite this Research Publication : P Yaswanthram, B.A Sabarish, Face Recognition Using Machine Learning Models - Comparative Analysis and impact of dimensionality reduction, 2022 IEEE Fourth International Conference on Advances in Electronics, Computers and Communications (ICAECC), IEEE, 2022, https://doi.org/10.1109/icaecc54045.2022.9716590

Publisher : IEEE

Year : 2020

Graph Similarity-based Hierarchical Clustering of Trajectory Data.

Cite this Research Publication : B.A. Sabarish, R. Karthi, and Dr. Gireesh K. T., “Graph Similarity-based Hierarchical Clustering of Trajectory Data.”, in Procedia Computer Science., 2020.

Publisher : Procedia Computer Science.

Year : 2017

Recommendations of location for facilities using domination set theory

Cite this Research Publication : B.A. Sabarish, Kailassh, B., Baktha, K., and Janaki, Y., “Recommendations of location for facilities using domination set theory”, in Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing, ICCSP 2017, 2017, vol. 2018-January, pp. 1540-1544.

Publisher : Proceedings of the 2017 IEEE International Conference on Communication and Signal Processing, ICCSP 2017

Year : 2011

Clustering based energy efficient congestion aware protocol for Wireless Sensor Networks

Cite this Research Publication : B.A. Sabarish and Sashirekha, K., “Clustering based energy efficient congestion aware protocol for Wireless Sensor Networks”, in 2011 International Conference on Emerging Trends in Electrical and Computer Technology, ICETECT 2011, Chunkankadai, 2011, pp. 1129-1135.

Publisher : ICETECT

Journal Article

Year : 2026

Software Defect Prediction by Exploiting Semantic and Syntax Information

Cite this Research Publication : M. Senthil, C. Arunkumar, B.A. Sabarish, Software Defect Prediction by Exploiting Semantic and Syntax Information, Artificial Intelligence in Instrumentation, Control and Automation, Wiley, 2026, https://doi.org/10.1002/9781394336166.ch22

Publisher : Wiley

Year : 2026

Evolutionary Interfaces: Unleashing Creativity in UI Design with Generative AI

Cite this Research Publication : M. Ravi Teja, B.A. Sabarish, C. Arunkumar, Evolutionary Interfaces, Artificial Intelligence in Instrumentation, Control and Automation, Wiley, 2026, https://doi.org/10.1002/9781394336166.ch23

Publisher : Wiley

Year : 2025

Web-Based Task-Driven Eye Tracking: A No-Integrations Approach

Cite this Research Publication : Arun Kumar Chinnaswamy, B A Sabarish, Pradeep Karhik, P Karthikeyan, J P Maheshvar, S Adithya, Web-Based Task-Driven Eye Tracking: A No-Integrations Approach, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.03.244

Publisher : Elsevier BV

Year : 2024

Community detection of trajectory data for location-based facility recommendation system

Cite this Research Publication : B.A. Sabarish, R. Karthi, T. Gireesh Kumar, Community detection of trajectory data for location-based facility recommendation system, International Journal of Information and Communication Technology, Inderscience Publishers, 2024, https://doi.org/10.1504/ijict.2024.140304

Publisher : Inderscience Publishers

Year : 2020

String Reduced Dimensional Representation of Spatial Trajectory for Clustering

Cite this Research Publication : B.A. Sabarish, R. Karthi, and Dr. Gireesh K. T., “String Reduced Dimensional Representation of Spatial Trajectory for Clustering”, 2020.

Publisher : (2020)

Year : 2019

Adaptive hybrid image defogging for enhancing foggy images

Cite this Research Publication : K. SA, B.A. Sabarish, and Dr. Padmavathi S., “ Adaptive hybrid image defogging for enhancing foggy images”, Journal of Engineering Science and Technology , vol. 14, no. 6, pp. 3679-3690, 2019.

Publisher : Journal of Engineering Science and Technology

Year : 2019

String based Feature Representation for Trajectory Clustering

Cite this Research Publication : B.A. Sabarish, R. Karthi, and Dr. Gireesh K. T., “String based Feature Representation for Trajectory Clustering ”, International Journal of Embedded and Real-Time Communication Systems (IJERTCS), vol. 10, no. 2, pp. 1-18, 2019.

Publisher : International Journal of Embedded and Real-Time Communication Systems (IJERTCS)

Year : 2019

Facility recommendation system using domination set theory in graph

Cite this Research Publication : B.A. Sabarish and Vidhya, S., “Facility recommendation system using domination set theory in graph”, International Journal of Innovative Technology and Exploring Engineering, vol. 8, pp. 313-317, 2019.

Publisher : International Journal of Innovative Technology and Exploring Engineering, Blue Eyes Intelligence Engineering and Sciences Publication

Year : 2018

Spatial Outlier Detection Algorithm for Trajectory Data

Cite this Research Publication : B.A. Sabarish, R. Karthi, and Dr. Gireesh K. T., “Spatial Outlier Detection Algorithm for Trajectory Data”, International Journal of Pure and Applied Mathematics, vol. 118, pp. 325-330, 2018.

Publisher : International Journal of Pure and Applied Mathematics

Year : 2018

e-vaccination:Fingerprint Based Vaccination Monitoring System

Cite this Research Publication : Vidhya S, B.A. Sabarish, .Rajivkrishnan, J., and .Sachin, P., “e-vaccination:Fingerprint Based Vaccination Monitoring System”, International Journal of Pure and Applied Mathematics, vol. 118, no. 7, pp. 623-627, 2018.

Publisher : International Journal of Pure and Applied Mathematics

Year : 2018

Clustering of trajectory data using hierarchical approaches

Cite this Research Publication : B.A. Sabarish, R. Karthi, and Dr. Gireesh K. T., “Clustering of trajectory data using hierarchical approaches”, Lecture Notes in Computational Vision and Biomechanics, vol. 28, pp. 215-226, 2018.

Publisher : Lecture Notes in Computational Vision and Biomechanics

Year : 2015

A novel method to preserve privacy: Two- tiered privacy preservation

Cite this Research Publication : B.A. Sabarish, Divya, C., Shankar, H., and Pradisa, S., “A novel method to preserve privacy: Two- tiered privacy preservation”, International Journal of Applied Engineering Research, vol. 10, pp. 6659-6674, 2015.


Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2015

Automating runout decisions in cricket using image processing

Cite this Research Publication : B.A. Sabarish, Mohan, Sb, MamthaShri, D. Pb, Ajit, R. Cb, and Arun, A. V. Rb, “Automating runout decisions in cricket using image processing”, International Journal of Applied Engineering Research, vol. 10, pp. 25493-25500, 2015.

Publisher : International Journal of Applied Engineering Research, Research India Publications

Year : 2012

A survey on clustering protocols in wireless sensor networks

Cite this Research Publication : B. A. Sabarish, Vaishnavi, S., K. Naveen, S., Dhivya, M. A., and Moorthy, S. M. Guru, “A survey on clustering protocols in wireless sensor networks”, International journal of Advances in computing and Information Technology, vol. 1, pp. 160-166, 2012.

Publisher : International journal of Advances in computing and Information Technology

Research Article

Year : 2025

Efficient Fuzzy Trajectory Clustering Algorithm (EFTCA) for Electing Optimum Clusters

Cite this Research Publication : Sabarish B A, Arunkumar C, Abineha P, Suruthi Lavanya, Deepak Menan, Efficient Fuzzy Trajectory Clustering Algorithm (EFTCA) for Electing Optimum Clusters, Procedia Computer Science, Elsevier BV, 2025, https://doi.org/10.1016/j.procs.2025.03.245

Publisher : Elsevier BV

Conference Proceedings

Year : 2024

User story-based automatic test case classification and prioritization using natural language processing-based deep learning

Cite this Research Publication : Abineha Prabu, Suruthi Lavanya A, Sabarish B A, Arun Kumar C, User story-based automatic test case classification and prioritization using natural language processing-based deep learning, IEEE Potentials, Institute of Electrical and Electronics Engineers (IEEE), 2024, https://doi.org/10.1109/mpot.2023.3342366

Publisher : Institute of Electrical and Electronics Engineers (IEEE)

Year : 2018

Enhanced Defogging System on Foggy Digital Color Images

Cite this Research Publication : S. Krishnan, B.A. Sabarish, Gayathri V., and Dr. Padmavathi S., “Enhanced Defogging System on Foggy Digital Color Images”, Computational Vision and Bio Inspired Computing, Part of the Lecture Notes in Computational Vision and Biomechanics book series, vol. 28. Springer International Publishing, Cham, pp. 488-495, 2018.

Publisher : Computational Vision and Bio Inspired Computing, Part of the Lecture Notes in Computational Vision and Biomechanics book series

Book Chapter

Year : 2015

A Survey of Location Prediction Using Trajectory Mining

Cite this Research Publication : B.A. Sabarish, R. Karthi, and Dr. Gireesh K. T., “A Survey of Location Prediction Using Trajectory Mining”, in Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: Proceedings of ICAEES 2014, Volume 1, P. L. Suresh, Dash, S. Subhransu, and Panigrahi, K. Bijaya, Eds. New Delhi: Springer India, 2015, pp. 119–127.

Publisher : Artificial Intelligence and Evolutionary Algorithms in Engineering Systems: Proceedings of ICAEES 2014,

Funded Projects
  • Project title: Automation of Software test case repository maintenance using Artificial Intelligence
    Funding Agency: Lam Research Corporation, USA
    Amount: 50,000 US
  • Project title: AI (Artificial Intelligence) based RIP current prediction/detection
    Funding Agency: Indian National Centre for Ocean Information Services, Hyderabad. 
    (An Autonomous Body under the Ministry of Earth Sciences, Govt. of India)
    Amount: ₹.13,61,000/
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