| Real-time emotion classification using eeg data stream in e-learning contexts A Nandi, F Xhafa, L Subirats, S Fort Sensors 21 (5), 1589, 2021 | 48 | 2021 |
| A federated learning method for real-time emotion state classification from multi-modal streaming A Nandi, F Xhafa Methods 204, 340-347, 2022 | 35 | 2022 |
| A novel hybrid neural network-based multirobot path planning with motion coordination B Pradhan, A Nandi, NB Hui, DS Roy, JJPC Rodrigues IEEE Transactions on Vehicular Technology 69 (2), 1319-1327, 2019 | 29 | 2019 |
| A survey on multimodal data stream mining for e-learner’s emotion recognition A Nandi, F Xhafa, L Subirats, S Fort 2020 International conference on omni-layer intelligent systems (COINS), 1-6, 2020 | 16 | 2020 |
| Improving the performance of neural networks with an ensemble of activation functions A Nandi, ND Jana, S Das 2020 international joint conference on neural networks (IJCNN), 1-7, 2020 | 12 | 2020 |
| Reward-penalty weighted ensemble for emotion state classification from multi-modal data streams A Nandi, F Xhafa, L Subirats, S Fort International journal of neural systems 32 (12), 2250049, 2022 | 9 | 2022 |
| Real-time multimodal emotion classification system in e-learning context A Nandi, F Xhafa, L Subirats, S Fort International Conference on Engineering Applications of Neural Networks, 423-435, 2021 | 7 | 2021 |
| A dynamic weighted federated learning for Android malware classification A Chaudhuri, A Nandi, B Pradhan Soft Computing: Theories and Applications: Proceedings of SoCTA 2022, 147-159, 2023 | 6 | 2023 |
| Accuracy improvement of neural network training using particle swarm optimization and its stability analysis for classification A Nandi, ND Jana arXiv preprint arXiv:1905.04522, 2019 | 6 | 2019 |
| A Docker-based federated learning framework design and deployment for multi-modal data stream classification A Nandi, F Xhafa, R Kumar Computing 105 (10), 2195-2229, 2023 | 4 | 2023 |
| Soft Computing: Theories and Applications: Proceedings of SoCTA 2022 R Kumar, AK Verma, TK Sharma, OP Verma, S Sharma Springer Nature, 2023 | 3 | 2023 |
| An Ensemble Framework for Glaucoma Classification Using Fundus Images A Patra, A Nandi, MZ Lazarus, S Lenka Soft Computing: Theories and Applications: Proceedings of SoCTA 2022, 573-588, 2023 | 1 | 2023 |
| Federated learning with exponentially weighted moving average for real-time emotion classification A Nandi, F Xhafa, L Subirats, S Fort International Symposium on Ambient Intelligence, 123-133, 2022 | 1 | 2022 |
| Emotional Impact of Source Localization in Music Using Machine Learning and EEG: a proof-of-concept study E De Filippi, T Schmele, A Nandi, AG Torres, A Pereda-Banos Authorea Preprints, 2023 | | 2023 |
| Measuring arousal and stress physiology on Esports, a League of Legends case study D Berga, A Pereda, E De Filippi, A Nandi, E Febrer, M Reverte, L Russo arXiv preprint arXiv:2302.14269, 2023 | | 2023 |
| MDEAW: A Multimodal Dataset for Emotion Analysis through EDA and PPG signals from wireless wearable low-cost off-the-shelf Devices A Nandi, F Xhafa, L Subirats, S Fort arXiv preprint arXiv:2207.06410, 2022 | | 2022 |
Fatos XhafaFull Professor, Universitat Politècnica de CatalunyaVerified email at cs.upc.edu
