Rashmi Dutta Baruah

54 papers B 20C 3Journal 10Unranked 20

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Recurrent neural network with contextual attention for prognostics. Evol. Syst. Rashmi Dutta Baruah, Mario Muñoz Organero
2024	—	`conf`	A brief Review on the Role of Context in Explainable AI. EAIS Rashmi Dutta Baruah, Mario Muñoz Organero
2024	J	`jnl`	DatUS: Data-Driven Unsupervised Semantic Segmentation With Pretrained Self-Supervised Vision Transformer. IEEE Trans. Cogn. Dev. Syst. Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah
2024	J	`jnl`	DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer. CoRR Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah
2024	J	`jnl`	Explicit Context Integrated Recurrent Neural Network for applications in smart environments. Expert Syst. Appl. Rashmi Dutta Baruah, Mario Muñoz Organero
2024	J	`jnl`	GeoTrans: a transfer learning approach for estimating petrophysical properties from geophysical sensors data. Neural Comput. Appl. Pallabi Saikia, Rashmi Dutta Baruah
2024	—	`conf`	GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering. ICPR (10) Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah
2024	—	`ed.`	IEEE International Conference on Evolving and Adaptive Intelligent Systems, EAIS 2024, Madrid, Spain, May 23-24, 2024 EAIS José Antonio Iglesias Martínez, Rashmi Dutta Baruah, Dimitry Kangin, Paulo Vitor de Campos Souza
2023	J	`jnl`	Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications. CoRR Rashmi Dutta Baruah, Mario Muñoz Organero
2023	—	`conf`	Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction. AALTD@ECML/PKDD Rashmi Dutta Baruah, Mario Muñoz Organero
2022	B	`conf`	Atrial Fibrillation Classification and Prediction Explanation using Transformer Neural Network. IJCNN Deepankar Nankani, Rashmi Dutta Baruah
2021	—	`conf`	Incorporating Demographic and Heartbeat Features with Multichannel ECG for Cardiac Abnormality Detection using Parallel CNN and GAP Network. CinC Deepankar Nankani, Rashmi Dutta Baruah
2021	—	`conf`	Model Compression Techniques for Atrial Fibrillation Detection on Mobile Devices. PReMI Deepankar Nankani, Shivam Maurya, Rashmi Dutta Baruah
2021	C	`conf`	R-Peak Detection from ECG Signals Using Fractal Based Mathematical Morphological Operators. TENCON Deepankar Nankani, Parabattina Bhagath, Rashmi Dutta Baruah, Pradip K. Das
2021	B	`conf`	Towards Layer-Wise Optimization of Contextual Neural Networks with Constant Field of Aggregation. ACIIDS Miroslava Mikusová, Antonin Fuchs, Adrian Karasinski, Rashmi Dutta Baruah, Rafal Palak, Erik Dawid Burnell, Krzysztof Wolk
2021	C	`conf`	Ventricular Arrhythmia Classification and Interpretation Using Residual Neural Network with Guided Backpropagation. TENCON Deepankar Nankani, Rashmi Dutta Baruah
2020	B	`conf`	Acoustic Event Detection Using Fuzzy Integral Ensemble and Oriented Fuzzy Local Binary Pattern Encoded CNN. FUZZ-IEEE Achyut Mani Tripathi, Rashmi Dutta Baruah
2020	J	`jnl`	Artificial Neural Networks in the domain of reservoir characterization: A review from shallow to deep models. Comput. Geosci. Pallabi Saikia, Rashmi Dutta Baruah, Sanjay Kumar Singh, Pradip Kumar Chaudhuri
2020	—	`conf`	Automatic Concurrent Arrhythmia Classification Using Deep Residual Neural Networks. CinC Deepankar Nankani, Pallabi Saikia, Rashmi Dutta Baruah
2020	—	`conf`	Contextual Anomaly Detection in Time Series Using Dynamic Bayesian Network. ACIIDS (2) Achyut Mani Tripathi, Rashmi Dutta Baruah
2020	—	`conf`	Effective Removal of Baseline Wander from ECG Signals: A Comparative Study. MIND (2) Deepankar Nankani, Rashmi Dutta Baruah
2020	B	`conf`	Investigating Deep Convolution Conditional GANs for Electrocardiogram Generation. IJCNN Deepankar Nankani, Rashmi Dutta Baruah
2020	B	`conf`	Multivariate Time Series Classification With An Attention-Based Multivariate Convolutional Neural Network. IJCNN Achyut Mani Tripathi, Rashmi Dutta Baruah
2020	B	`conf`	Transfer Learning in Smart Home Scenario. IJCNN Sonia, Rashmi Dutta Baruah
2019	C	`conf`	An End-to-End framework for automatic detection of Atrial Fibrillation using Deep Residual Learning. TENCON Deepankar Nankani, Rashmi Dutta Baruah
2019	B	`conf`	Anomaly Detection in Multivariate Time Series Using Fuzzy AdaBoost and Dynamic Naive Bayesian Classifier. SMC Achyut Mani Tripathi, Rashmi Dutta Baruah
2019	B	`conf`	Incremental Cauchy Non-Negative Matrix Factorization and Fuzzy Rule-based Classifier for Acoustic Source Separation. FUZZ-IEEE Achyut Mani Tripathi, Rashmi Dutta Baruah
2019	B	`conf`	Investigating Stacked Ensemble Model for Oil Reservoir Characterisation. SMC Pallabi Saikia, Rashmi Dutta Baruah
2019	—	`conf`	Seismic Signal Interpretation for Reservoir Facies Classification. PReMI (2) Pallabi Saikia, Deepankar Nankani, Rashmi Dutta Baruah
2019	—	`conf`	Visual Object Tracking Using Perceptron Forests and Optical Flow. PReMI (2) Gaurav Nakum, Prithwijit Guha, Rashmi Dutta Baruah
2018	—	`conf`	An Empirical Study on Unsupervised Pre-training Approaches in Regression Problems. SSCI Pallabi Saikia, Rashmi Dutta Baruah
2018	—	`conf`	An Experience with Multi-sensor Robot for Adaptive Human Sensing. SSCI Sonia, Prateek Vij, Rashmi Dutta Baruah
2018	B	`conf`	Unsupervised Pre-training on Improving the Performance of Neural Network in Regression. IJCNN Pallabi Saikia, Prateek Vij, Rashmi Dutta Baruah
2017	—	`conf`	A Reward and Penalty Based Approach for Online Feature Selection. CYBCONF Sonia Sharma, Rashmi Dutta Baruah, Shivashankar B. Nair
2017	B	`conf`	Acoustic event classification using Cauchy Non-negative matrix factorization and fuzzy rule-based classifier. FUZZ-IEEE Achyut Mani Tripathi, Rashmi Dutta Baruah
2017	B	`conf`	An immune-inspired online feature selection mechanism. SMC Senia, Shivashankar B. Nair, Rashmi Dutta Baruah
2017	B	`conf`	Predicting activity occurrence time in smart homes with evolving fuzzy models. FUZZ-IEEE Rashmi Dutta Baruah, Manish Singh, Diganta Baruah, Iti Saha Misra
2016	—	`conf`	A Voting-Based Sensor Fusion Approach for Human Presence Detection. IHCI Sonia, Manish Singh, Rashmi Dutta Baruah, Shivashankar B. Nair
2016	—	`conf`	Anomaly detection in data streams based on graph coloring density coefficients. SSCI Achyut Mani Tripathi, Rashmi Dutta Baruah
2015	—	`conf`	Acoustic Event Classification Using Ensemble of One-Class Classifiers for Monitoring Application. SSCI Achyut Mani Tripathi, Diganta Baruah, Rashmi Dutta Baruah
2015	—	`conf`	Acoustic sensor based activity recognition using ensemble of one-class classifiers. EAIS Achyut Mani Tripathi, Diganta Baruah, Rashmi Dutta Baruah
2015	—	`conf`	Ultrasonic sensor-based human detector using one-class classifiers. EAIS Sonia, Achyut Mani Tripathi, Rashmi Dutta Baruah, Shivashankar B. Nair
2014	J	`jnl`	DEC: Dynamically Evolving Clustering and Its Application to Structure Identification of Evolving Fuzzy Models. IEEE Trans. Cybern. Rashmi Dutta Baruah, Plamen Angelov
2014	—	`conf`	Dynamically evolving clustering for data streams. EAIS Rashmi Dutta Baruah, Plamen Angelov, Diganta Baruah
2014	B	`conf`	Dynamically evolving fuzzy classifier for real-time classification of data streams. FUZZ-IEEE Rashmi Dutta Baruah, Plamen Angelov, Diganta Baruah
2013	J	`jnl`	Analysis of evolving social network: methods and results from cell phone dataset case study. Int. J. Soc. Netw. Min. Rashmi Dutta Baruah, Plamen Angelov
2013	B	`conf`	Online learning and prediction of data streams using dynamically evolving fuzzy approach. FUZZ-IEEE Rashmi Dutta Baruah, Plamen Angelov
2012	B	`conf`	Evolving local means method for clustering of streaming data. FUZZ-IEEE Rashmi Dutta Baruah, Plamen Angelov
2012	—	`conf`	Evolving social network analysis: A case study on mobile phone data. EAIS Rashmi Dutta Baruah, Plamen Angelov
2011	B	`conf`	Automatic scene recognition for low-resource devices using evolving classifiers. FUZZ-IEEE Javier Andreu, Rashmi Dutta Baruah, Plamen Angelov
2011	J	`jnl`	Evolving fuzzy systems for data streams: a survey. WIREs Data Mining Knowl. Discov. Rashmi Dutta Baruah, Plamen Angelov
2011	B	`conf`	Real time recognition of human activities from wearable sensors by evolving classifiers. FUZZ-IEEE Javier Andreu, Rashmi Dutta Baruah, Plamen Angelov
2011	B	`conf`	Simpl_eClass: Simplified potential-free evolving fuzzy rule-based classifiers. SMC Rashmi Dutta Baruah, Plamen Angelov, Javier Andreu
2007	B	`conf`	EZeeCom: enabling spontaneous social interactions over mobile ad hoc networks. IWCMC Rashmi Dutta Baruah, Shivashankar B. Nair