Rashmi Dutta Baruah

According to our database, Rashmi Dutta Baruah authored at least 52 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DatUS: Data-Driven Unsupervised Semantic Segmentation With Pretrained Self-Supervised Vision Transformer.

Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah

IEEE Trans. Cogn. Dev. Syst., October, 2024

GeoTrans: a transfer learning approach for estimating petrophysical properties from geophysical sensors data.

Pallabi Saikia, Rashmi Dutta Baruah

Neural Comput. Appl., May, 2024

Explicit Context Integrated Recurrent Neural Network for applications in smart environments.

Rashmi Dutta Baruah, Mario Muñoz Organero

Expert Syst. Appl., 2024

DatUS^2: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer.

Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah

CoRR, 2024

GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering.

Sonal Kumar, Arijit Sur, Rashmi Dutta Baruah

Proceedings of the Pattern Recognition - 27th International Conference, 2024

A brief Review on the Role of Context in Explainable AI.

Rashmi Dutta Baruah, Mario Muñoz Organero

Proceedings of the IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2024

2023

Explicit Context Integrated Recurrent Neural Network for Sensor Data Applications.

Rashmi Dutta Baruah, Mario Muñoz Organero

CoRR, 2023

Exploiting Context and Attention Using Recurrent Neural Network for Sensor Time Series Prediction.

Rashmi Dutta Baruah, Mario Muñoz Organero

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2023

2022

Atrial Fibrillation Classification and Prediction Explanation using Transformer Neural Network.

Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

R-Peak Detection from ECG Signals Using Fractal Based Mathematical Morphological Operators.

Deepankar Nankani, Parabattina Bhagath, Rashmi Dutta Baruah, Pradip K. Das

Proceedings of the IEEE Region 10 Conference, 2021

Ventricular Arrhythmia Classification and Interpretation Using Residual Neural Network with Guided Backpropagation.

Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the IEEE Region 10 Conference, 2021

Model Compression Techniques for Atrial Fibrillation Detection on Mobile Devices.

Deepankar Nankani, Shivam Maurya, Rashmi Dutta Baruah

Proceedings of the Pattern Recognition and Machine Intelligence, 2021

Incorporating Demographic and Heartbeat Features with Multichannel ECG for Cardiac Abnormality Detection using Parallel CNN and GAP Network.

Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

Towards Layer-Wise Optimization of Contextual Neural Networks with Constant Field of Aggregation.

Miroslava Mikusová, Antonin Fuchs, Adrian Karasinski, Rashmi Dutta Baruah, Rafal Palak, Erik Dawid Burnell, Krzysztof Wolk

Proceedings of the Intelligent Information and Database Systems - 13th Asian Conference, 2021

2020

Artificial Neural Networks in the domain of reservoir characterization: A review from shallow to deep models.

Pallabi Saikia, Rashmi Dutta Baruah, Sanjay Kumar Singh, Pradip Kumar Chaudhuri

Comput. Geosci., 2020

Effective Removal of Baseline Wander from ECG Signals: A Comparative Study.

Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the Machine Learning, Image Processing, Network Security and Data Sciences, 2020

Multivariate Time Series Classification With An Attention-Based Multivariate Convolutional Neural Network.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Investigating Deep Convolution Conditional GANs for Electrocardiogram Generation.

Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Transfer Learning in Smart Home Scenario.

Sonia, Rashmi Dutta Baruah

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Acoustic Event Detection Using Fuzzy Integral Ensemble and Oriented Fuzzy Local Binary Pattern Encoded CNN.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020

Automatic Concurrent Arrhythmia Classification Using Deep Residual Neural Networks.

Deepankar Nankani, Pallabi Saikia, Rashmi Dutta Baruah

Proceedings of the Computing in Cardiology, 2020

Contextual Anomaly Detection in Time Series Using Dynamic Bayesian Network.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the Intelligent Information and Database Systems - 12th Asian Conference, 2020

2019

An End-to-End framework for automatic detection of Atrial Fibrillation using Deep Residual Learning.

Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the TENCON 2019, 2019

Anomaly Detection in Multivariate Time Series Using Fuzzy AdaBoost and Dynamic Naive Bayesian Classifier.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Investigating Stacked Ensemble Model for Oil Reservoir Characterisation.

Pallabi Saikia, Rashmi Dutta Baruah

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Seismic Signal Interpretation for Reservoir Facies Classification.

Pallabi Saikia, Deepankar Nankani, Rashmi Dutta Baruah

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Visual Object Tracking Using Perceptron Forests and Optical Flow.

Gaurav Nakum, Prithwijit Guha, Rashmi Dutta Baruah

Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Incremental Cauchy Non-Negative Matrix Factorization and Fuzzy Rule-based Classifier for Acoustic Source Separation.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

2018

An Empirical Study on Unsupervised Pre-training Approaches in Regression Problems.

Pallabi Saikia, Rashmi Dutta Baruah

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

An Experience with Multi-sensor Robot for Adaptive Human Sensing.

Sonia, Prateek Vij, Rashmi Dutta Baruah

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Unsupervised Pre-training on Improving the Performance of Neural Network in Regression.

Pallabi Saikia, Prateek Vij, Rashmi Dutta Baruah

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2017

An immune-inspired online feature selection mechanism.

Senia, Shivashankar B. Nair, Rashmi Dutta Baruah

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Acoustic event classification using Cauchy Non-negative matrix factorization and fuzzy rule-based classifier.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

Predicting activity occurrence time in smart homes with evolving fuzzy models.

Rashmi Dutta Baruah, Manish Singh, Diganta Baruah, Iti Saha Misra

Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

A Reward and Penalty Based Approach for Online Feature Selection.

Sonia Sharma, Rashmi Dutta Baruah, Shivashankar B. Nair

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

2016

Anomaly detection in data streams based on graph coloring density coefficients.

Achyut Mani Tripathi, Rashmi Dutta Baruah

Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

A Voting-Based Sensor Fusion Approach for Human Presence Detection.

Sonia, Manish Singh, Rashmi Dutta Baruah, Shivashankar B. Nair

Proceedings of the Intelligent Human Computer Interaction - 8th International Conference, 2016

2015

Acoustic Event Classification Using Ensemble of One-Class Classifiers for Monitoring Application.

Achyut Mani Tripathi, Diganta Baruah, Rashmi Dutta Baruah

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Acoustic sensor based activity recognition using ensemble of one-class classifiers.

Achyut Mani Tripathi, Diganta Baruah, Rashmi Dutta Baruah

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

Ultrasonic sensor-based human detector using one-class classifiers.

Sonia, Achyut Mani Tripathi, Rashmi Dutta Baruah, Shivashankar B. Nair

Proceedings of the 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems, 2015

2014

DEC: Dynamically Evolving Clustering and Its Application to Structure Identification of Evolving Fuzzy Models.

Rashmi Dutta Baruah, Plamen Angelov

IEEE Trans. Cybern., 2014

Dynamically evolving fuzzy classifier for real-time classification of data streams.

Rashmi Dutta Baruah, Plamen Angelov, Diganta Baruah

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Dynamically evolving clustering for data streams.

Rashmi Dutta Baruah, Plamen Angelov, Diganta Baruah

Proceedings of the 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2014

2013

Analysis of evolving social network: methods and results from cell phone dataset case study.

Rashmi Dutta Baruah, Plamen Angelov

Int. J. Soc. Netw. Min., 2013

Online learning and prediction of data streams using dynamically evolving fuzzy approach.

Rashmi Dutta Baruah, Plamen Angelov

Proceedings of the FUZZ-IEEE 2013, 2013

2012

Evolving local means method for clustering of streaming data.

Rashmi Dutta Baruah, Plamen Angelov

Proceedings of the FUZZ-IEEE 2012, 2012

Evolving social network analysis: A case study on mobile phone data.

Rashmi Dutta Baruah, Plamen Angelov

Proceedings of the 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2012

2011

Evolving fuzzy systems for data streams: a survey.

Rashmi Dutta Baruah, Plamen Angelov

WIREs Data Mining Knowl. Discov., 2011

Simpl_eClass: Simplified potential-free evolving fuzzy rule-based classifiers.

Rashmi Dutta Baruah, Plamen Angelov, Javier Andreu

Proceedings of the IEEE International Conference on Systems, 2011

Real time recognition of human activities from wearable sensors by evolving classifiers.

Javier Andreu, Rashmi Dutta Baruah, Plamen Angelov

Proceedings of the FUZZ-IEEE 2011, 2011

Automatic scene recognition for low-resource devices using evolving classifiers.

Javier Andreu, Rashmi Dutta Baruah, Plamen Angelov

Proceedings of the FUZZ-IEEE 2011, 2011

2007

EZeeCom: enabling spontaneous social interactions over mobile ad hoc networks.

Rashmi Dutta Baruah, Shivashankar B. Nair

Proceedings of the International Conference on Wireless Communications and Mobile Computing, 2007