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List of Papers
- Criticality-aware Deconfounded Classification of Long-tailed Multi-label 12-lead Electrocardiogram
Trisrota Deb, Ishan Sahu, Arijit Ukil, Arpan Pal, Sundeep Khandelwal, Utpal Garain
2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops - TELMED)
- Domain-principled Inference with ResNet-Transformer Model for 12-lead ECG Classification
Sai Chander Racha, Trisrota Deb, Ishan Sahu, Arijit Ukil, Arpan Pal, Sundeep Khandelwal
2022 International Joint Conference on Neural Networks (IJCNN 2022)
- LTH-ECG: Lottery Ticket Hypothesis-based Deep Learning Model Compression for Atrial Fibrillation Detection from Single Lead ECG On Wearable and Implantable Devices
Ishan Sahu, Arijit Ukil, Sundeep Khandelwal, Arpan Pal
2022 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2022)
- Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices
Arijit Ukil, Ishan Sahu, Angshul Majumdar, Sai Chander Racha, Gitesh Kulkarni, Anirban Dutta Choudhury, Sundeep Khandelwal, Avik Ghose, Arpan Pal
2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC 2021)
- Compressing Deep Neural Network: A Black-Box System Identification Approach
Ishan Sahu, Arpan Pal, Arijit Ukil, Angshul Majumdar
2021 International Joint Conference on Neural Networks (IJCNN 2021)
- Instant Adaptive Learning: An Adaptive Filter Based Fast Learning Model Construction for Sensor Signal Time Series Classification on Edge Devices
Arpan Pal, Arijit Ukil, Trisrota Deb, Ishan Sahu, Angshul Majumdar
IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020)
- Fusing Features based on Signal Properties and TimeNet for Time Series Classification
Arijit Ukil, Pankaj Malhotra, Soma Bandyopadhyay, Tulika Bose, Ishan Sahu, Ayan Mukherjee, Lovekesh Vig, Arpan Pal, Gautam Shroff
Proceedings of the European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2019)
- AutoModeling: Integrated Approach for Automated Model Generation by Ensemble Selection of Feature Subset and Classifier
Arijit Ukil, Ishan Sahu, Chetanya Puri, Ayan Mukherjee, Rituraj Singh, Soma Bandyopadhyay, Arpan Pal
2018 International Joint Conference on Neural Networks (IJCNN 2018)
- Detecting Factual and Non-Factual Content in News Articles
Ishan Sahu, Debapriyo Majumdar
Proceedings of the 4th ACM IKDD Conferences on Data Sciences (CODS 2017)
List of Granted Patents
- Method and system for joint selection of a feature subset-classifier pair for a classification task
Ishan Sahu, Ayan Mukherjee, Arijit Ukil, Soma Bandyopadhyay, PURI Chetanya, Rituraj Singh, Arpan Pal, Rohan Banerjee
US11494415B2
- Systems and methods for obtaining optimal mother wavelets for facilitating machine learning tasks
Ishan Sahu, Snehasis Banerjee, Tanushyam Chattopadhyay, Arpan Pal, Utpal Garain
US11475341B2