Decoding the psyche: Engineering psychological profiles in football through yoda analysis | Sadanand Venkataraman; Sundharakumar KB; Bharathi Malakreddy A; Santhi Natarajan | ISEA 2024 @ Loughborough University, UK | Sports Cognition | Jul-24 |
Beyond Convex Settings: Can PSO Propel UAVs through 3D Negative Obstacles? | Muthu Palaniappan M, Dhivya S, Dr.Sundharakumar K B, Shrinidhi Suresha, Dr, Santhi Natarajan | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Distributed Systems | Apr-24 |
YUVA-SQ: A Cognitive Scouting Model for The Beautiful Game | Sadanand Venkataraman; Sundharakumar KB; Bharathi Malakreddy A; Santhi Natarajan | Society for Brain Mapping and Theraputics @ LA, CA, USA | Sports Cognition | Mar-24 |
MOYAGEN3D: Geometric Deep Learning Model of Internal Carotid Artery towards understanding pathogenesis of Moya Moya Angiopathy | Muthu Palaniappan, Madhumitha V, Santhi Natarajan, Sundharakumar KB, Ram Kishan Nekkanti, Manjunath N, Sanjay HM, Sudhir Jayanand, Prasad Patnaik BSV | Society for Brain Mapping and Theraputics @ LA, CA, USA | Geometric Learning | Mar-24 |
Irregular Computing on Genomic Big Data: Design Space Exploration from Silicon Clusters to Quantum Accelerators | Cherisha Ronney Cheriyan, Madhankumar P, Shyam Sundar S, Haripriya N, Kandappan V A, Santhi Natarajan | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Genome Informatics | Mar-24 |
An In-depth analysis of Varthur lake water quality dynamics | Pralhad P Teggi, Santhi Natarajan, Bharathi Malakreddy A | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Environmental Monitoring | Mar-24 |
Anomaly detection analysis for water quality data: A case study of Varthur lake, Bangaluru, India | Pralhad P Teggi, Santhi Natarajan, Bharathi Malakreddy A | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Environmental Monitoring | Mar-24 |
Beyond the pixels: Elevating sports analysis via AIexplainability in semantic segmentation | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Nidhi Srinivas Padmanabhuni; Santhi Natarajan | Nvidia GTC 2024 @ San Jose, CA | Sports Cognition | Mar-24 |
Yuva-SQ: A Cognitive Scouting Model for The Beautiful Game | Sadanand Venkataraman; Sundharakumar KB; Bharathi Malakreddy A; Santhi Natarajan | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Sports Cognition | Mar-24 |
Optimizing semantic segmentation for enhanced football analytics: A pixel-level approach | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Nidhi Srinivas Padmanabhuni; Santhi Natarajan | ICMLDE 2023 | Sports Cognition | Nov-23 |
Yuva-SQ: Scouting intelligent minds for the beautiful game | Sadanand Venkataraman; Bharathi Malakreddy A; Santhi Natarajan | CMSAC 2023 @ Carnigie Mellon University, PA | Sports Cognition | Nov-23 |
URVoice: An Akl-Toussaint/ Graham-Sklansky Optimization for Sign Language Interpretation | Madhumitha V, Santhi Natarajan, Bharathi Malakreddy A | 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) | Geometric Learning | Oct-23 |
Recent advances in semantic segmentation for sports analytics | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Srinivas Padmanabhuni | Springer Nature; ICT Infrastructure and Computing | Sports Cognition | Aug-23 |
SENSE3D: A Novel Optimality Sensing Algorithm to Characterize Internal Carotid Artery in Moya Moya Disease | Madhumitha V, Santhi Natarajan, B Jayanand Sudhir, Sanjay H M and Manjunath N | Conf AI | Medical AI | Dec-22 |
Pruned Genetic-NAS on GPU Accelerator Platforms with Chaos-on-Edge Hyperparameters | Anand Ravishankar, Dr. Santhi Natarajan and Dr. Bharathi Malakreddy A | IEEE 2021 International Conference on Machine Learning and Applications, California, USA | High Performance Computing | Dec-21 |
Deep Learning Techniques for Brain Tumor Diagnosis: A Review | Aswathy Santhosh, Saranya T, Sumod Sundar and Santhi Natarajan | The Fourth International Conference on Microelectronics, Signals and Systems 2021 (ICMSS’21), India | Medical Image Processing | Nov-21 |
DIIT: A General Model for Time Series Projections, Proven on NIFTY Index Funds | Rtwick George Moses, Dr. Santhi Natarajan and Dr. Bharathi Malakreddy A | The Fourth International Conference on Microelectronics, Signals and Systems 2021 (ICMSS’21), India | Financial Modeling | Nov-21 |
SparseMAX: Accelerating Quantum Neural Networks on GPU Clusters using Sparse-Matrix Kernels | Anand Ravishankar, Dr. Santhi Natarajan and Dr. Bharathi Malakreddy A | International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS XXI), SAMOS, Greece | Quantum Computing | Jul-21 |
Evolutionary Quantum Transition (EQUATe): A Novel Solution to Optimization Problems | Anand Ravishankar, Dr. Santhi Natarajan and Dr. Bharathi Malakreddy A | IEEE ICEPE March 2021, NIT Meghalaya, India | Quantum Computing | Mar-21 |
Unveiling the Mental Game: Leveraging YODA Psychometry in Football Performance Analysis | Sadanand Venkataraman; Sundharakumar KB; Bharathi Malakreddy A; Santhi Natarajan | Mathsport 17 @ La Trobe University, Australia | Sports Cognition | Jul-24 |
Beyond Convex Settings: Can PSO Propel UAVs through 3D Negative Obstacles? | Muthu Palaniappan M, Dhivya S, Dr.Sundharakumar K B, Shrinidhi Suresha, Dr, Santhi Natarajan | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Distributed Systems | Apr-24 |
MOYAGEN3D: Geometric Deep Learning Model of Internal Carotid Artery towards understanding pathogenesis of Moya Moya Angiopathy | Muthu Palaniappan, Madhumitha V, Santhi Natarajan, Sundharakumar KB, Ram Kishan Nekkanti, Manjunath N, Sanjay HM, Sudhir Jayanand, Prasad Patnaik BSV | Society for Brain Mapping and Theraputics @ LA, CA, USA | Geometric Learning | Mar-24 |
Irregular Computing on Genomic Big Data: Design Space Exploration from Silicon Clusters to Quantum Accelerators | Cherisha Ronney Cheriyan, Madhankumar P, Shyam Sundar S, Haripriya N, Kandappan V A, Santhi Natarajan | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Genome Informatics | Mar-24 |
An In-depth analysis of Varthur lake water quality dynamics | Pralhad P Teggi, Santhi Natarajan, Bharathi Malakreddy A | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Environmental Monitoring | Mar-24 |
Anomaly detection analysis for water quality data: A case study of Varthur lake, Bangaluru, India | Pralhad P Teggi, Santhi Natarajan, Bharathi Malakreddy A | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Environmental Monitoring | Mar-24 |
Optimizing semantic segmentation for enhanced football analytics: A pixel-level approach | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Nidhi Srinivas Padmanabhuni; Santhi Natarajan | ICMLDE 2023 | Sports Cognition | Nov-23 |
Yuva-SQ: Scouting intelligent minds for the beautiful game | Sadanand Venkataraman; Bharathi Malakreddy A; Santhi Natarajan | CMSAC 2023 @ Carnigie Mellon University, PA | Sports Cognition | Nov-23 |
URVoice: An Akl-Toussaint/ Graham-Sklansky Optimization for Sign Language Interpretation | Madhumitha V, Santhi Natarajan, Bharathi Malakreddy A | 2023 IEEE EMBS International Conference on Biomedical and Health Informatics (BHI) | Geometric Learning | Oct-23 |
Recent advances in semantic segmentation for sports analytics | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Srinivas Padmanabhuni | Springer Nature; ICT Infrastructure and Computing | Sports Cognition | Aug-23 |
SENSE3D: A Novel Optimality Sensing Algorithm to Characterize Internal Carotid Artery in Moya Moya Disease | Madhumitha V, Santhi Natarajan, B Jayanand Sudhir, Sanjay H M and Manjunath N | Conf AI | Medical AI | Dec-22 |
Zero-Shot Learning For Text Classification: Extending Classifiability Beyond Conventional Techniques | Muthu Palaniappan M; Vedhamani, Adithya; Sundharakumar, KB | 2023 IEEE Region 10 Symposium (TENSYMP) | Cognitive Reinforcement Learning | 2023 |
Malware Classification using Deep Learning Methods | Sundharakumar, KB; Bhalaji, N | 2023 3rd International Conference on Smart Data Intelligence (ICSMDI) | Distributed Systems | 2023 |
Attention U 2 N et: Cascaded UNets with Modified Skip Connection for Breast Tumor Segmentation | Dhivya, S; Mohanavalli, S; Sundharakumar, KB; Thamarai, I | | Medical Image Processing | 2023 |
Impact of Singing Bowl Playing on the Brain using EEG | KB, Sundharakumar; N, Bhalaji; R, Rema; R, Srinivasan | | Cognitive Reinforcement Learning | 2021 |
A Novel Hybrid RNN-ELM Architecture for Crime Classification | Sundhara Kumar, KB; Bhalaji, N | Second International Conference on Computer Networks and Communication Technologies: ICCNCT 2019 | Distributed Systems | 2020 |
BCI cinematics–A pre-release analyser for movies using H2O deep learning platform | KB, Sundhara Kumar; Krishna, G; Bhalaji, N; Chithra, S | | Cognitive Reinforcement Learning | 2019 |
Empirical study of feature selection methods over classification algorithms | Bhalaji, Natarajan; Kumar, KB Sundhara; Selvaraj, Chithra | | Distributed Systems | 2018 |
EEG based emotion recognition system for special children | Bairavi, Krishna; Sundhara, KB Kumar | Proceedings of the 2018 international conference on communication engineering and technology | Medical Image Processing | 2018 |
A performance comparison of document oriented NoSQL databases | Kumar, KB Sundhara; Mohanavalli, S | 2017 International Conference on Computer, Communication and Signal Processing (ICCCSP) | Distributed Systems | 2017 |
Survey of pre-processing techniques for mining big data | Hariharakrishnan, Jayaram; Mohanavalli, S; Kumar, KB Sundhara | 2017 international conference on computer, communication and signal processing (ICCCSP) | High Performance Computing | 2017 |
IoT based health monitoring system for autistic patients | Sundhara Kumar, KB; Bairavi, Krishna | Proceedings of the 3rd International Symposium on Big Data and Cloud Computing Challenges (ISBCC–16’) | Medical Image Processing | 2016 |
Smart Trends in Information Technology and Computer Communications | Sundhara Kumar, KB; Senthil Kumar, V; Srividya, Mohanavalli | Proceedings National Conference on Communication and Informatics-2016, Sri Venkateswara College of Engineering, Sriperumbudur | Distributed Systems | 2016 |
Cloud based fuzzy healthcare system | Sundharakumar, KB; Dhivya, S; Mohanavalli, S; Chander, R Vinob | | Medical Image Processing | 2015 |
Survey on Homomorphic Encryption Techniques | Mohanavalli, S; Kumar, K.B.Sundhara; Srividya | | High Performance Computing | 2015 |
Asynchronous Consensus in Synchronous Systems Using send_to_all Primitive | Srinivasan, Sathyanarayanan; Kandukoori, Ramesh | SN Computer Science | Distributed Systems | Oct-23 |
Solving consensus in true partial synchrony | Srinivasan, Sathyanarayanan; Kandukoori, Ramesh | IEEE Transactions on Parallel and Distributed Systems | Distributed Systems | Dec-22 |
A synod based deterministic and indulgent leader election protocol for asynchronous large groups | Srinivasan, Sathyanarayanan; kandukoori, Ramesh | International Journal of Parallel, Emergent and Distributed Systems | Distributed Systems | Feb-22 |
A Paxos based algorithm to minimize the overhead of process recovery in consensus | Srinivasan, Sathyanarayanan; Kandukoori, Ramesh | Acta Informatica | Distributed Systems | Apr-19 |
A hybrid population seeding technique based genetic algorithm for stochastic multiple depot vehicle routing problem | Sathyanarayanan, S; Joseph, K Suresh; Jayakumar, SKV | 2015 international conference on computing and communications technologies (ICCCT) | Distributed Systems | Feb-15 |
A survey on stochastic vehicle routing problem | Sathyanarayanan, S; Joseph, K Suresh | International Conference on Information Communication and Embedded Systems (ICICES2014) | Distributed Systems | Jan-14 |
Irregular Computing on Genomic Big Data: Design Space Exploration from Silicon Clusters to Quantum Accelerators | Cherisha Ronney Cheriyan, Madhankumar P, Shyam Sundar S, Haripriya N, Kandappan V A, Santhi Natarajan | ICITIIT24 @ Indian Institute of Information Technology Kottayam, Kerala | Genome Informatics | Mar-24 |
HODLRdD: A new black-box fast algorithm for N-body problems in d-dimensions with guaranteed error bounds: Applications to integral equations and support vector machines | Khan, Ritesh; Kandappan, VA; Ambikasaran, Sivaram | Journal of Computational Physics | Fast Algorithms | Jan-24 |
HODLR3D: Hierarchical matrices for $ N $-body problems in three dimensions | Kandappan, VA; Gujjula, Vaishnavi; Ambikasaran, Sivaram | Journal on Numerical Algorithms | High Performance Computing | Jan-24 |
HODLR2D: A new class of Hierarchical matrices | Kandappan, VA; Gujjula, Vaishnavi; Ambikasaran, Sivaram | SIAM Journal on Scientific Computing | Fast Algorithms | Apr-23 |
Machine Learning in Finance: Towards Online Prediction of Loan Defaults Using Sequential Data with LSTMs | Kandappan, VA; Rekha, AG | SoCTA 2020, Volume 2 | Machine Learning in Finance | May-21 |
Optimizing semantic segmentation for enhanced football analytics: A pixel-level approach | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Nidhi Srinivas Padmanabhuni; Santhi Natarajan | Presented at ICMLDE 2023; In Press | Sports Cognition | Nov-23 |
Yuva-SQ: Scouting intelligent minds for the beautiful game | Sadanand Venkataraman; Bharathi Malakreddy A; Santhi Natarajan | Accepted to be Presented at CMSAC 2023 @ Carnigie Mellon University, PA | Sports Cognition | Nov-23 |
Recent advances in semantic segmentation for sports analytics | Bharathi Malakreddy A, Sadanand Venkataraman; Mohammad Sinan Khan; Srinivas Padmanabhuni | Springer Nature; ICT Infrastructure and Computing | Sports Cognition | Aug-23 |
Mental Health Disorder in IT Sector Employees using Machine Learning Models | Padmasini C, Gavoury R, Hari Priya N | 23rd International Conference on Intelligent Systems Design and Applications | Quantum Computing | Dec-23 |
Leveraging Quantum Optimization for Combinatorial Algorithms | Hari Priya N | 8th National Conference on Information and Communication Technologies (NCICT’23) - SSN | Quantum Computing | Mar-23 |
Distributed Deep Learning Systems - A comparative study on different DDL Frameworks | Hari Priya N, Mahek R, Anusha Raman | Internationl journal of Special Education | Quantum Computing | Nov-22 |
Quantum Advantages for Data Manipulation | Hari Priya N, Mahek R | International Conference on Communication, Computing and Information Technology - M.O.P. Vaishnav College for Women, Chennai | Quantum Computing | Feb-22 |
E-Commerce Business Platforms Challenges and the Way Ahead | Hari Priya N, Ruksana M, Brinda Ramanujam | Innovative Business Practices of E-Commerce in the Contemporary World 4.0 - Loyola College, Chennai | Quantum Computing | Feb-22 |
