Rashmi Dutta Baruah

发表

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

Plamen P. Angelov, Rashmi Dutta Baruah, P. Angelov, 2013, Int. J. Soc. Netw. Min..

Transfer Learning in Smart Home Scenario

Rashmi Dutta Baruah, Sonia, Sonia, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

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

Plamen P. Angelov, Rashmi Dutta Baruah, P. Angelov, 2014, IEEE Transactions on Cybernetics.

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, R. Baruah, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Ultrasonic sensor-based human detector using one-class classifiers

Sonia, Rashmi Dutta Baruah, Achyut Mani Tripathi, 2015, 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS).

Predicting activity occurrence time in smart homes with evolving fuzzy models

Iti Saha Misra, Manish Singh, Rashmi Dutta Baruah, 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Investigating Stacked Ensemble Model for Oil Reservoir Characterisation

Rashmi Dutta Baruah, Pallabi Saikia, P. Saikia, 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC).

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, R. Baruah, 2020, 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Contextual Anomaly Detection in Time Series Using Dynamic Bayesian Network

Rashmi Dutta Baruah, Achyut Mani Tripathi, R. Baruah, 2020, ACIIDS.

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

Plamen P. Angelov, Rashmi Dutta Baruah, Diganta Baruah, 2014, 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

An immune-inspired online feature selection mechanism

Rashmi Dutta Baruah, Shivashankar B. Nair, Senia, 2017, 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

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

Rashmi Dutta Baruah, Pallabi Saikia, Sanjay Kumar Singh, 2020, Comput. Geosci..

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

Rashmi Dutta Baruah, Pallabi Saikia, Prateek Vij, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

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

Plamen P. Angelov, Rashmi Dutta Baruah, P. Angelov, 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Evolving Intelligent Systems

Plamen Angelov, Rashmi Dutta Baruah, Diganta Baruah, 2020 .

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

Rashmi Dutta Baruah, Deepankar Nankani, Deepankar Nankani, 2019, TENCON 2019 - 2019 IEEE Region 10 Conference (TENCON).

DEC:dynamically evolving clustering autonomous and its application to structure

Plamen Angelov, Rashmi Dutta Baruah, 2014 .

Modeling Fuzzy Rule-Based Systems

Rashmi Dutta Baruah, Diganta Baruah, R. Baruah, 2016 .

EZeeCom: enabling spontaneous social interactions over mobile ad hoc networks

Rashmi Dutta Baruah, Shivashankar B. Nair, 2007, IWCMC.

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, Diganta Baruah, 2015, 2015 IEEE Symposium Series on Computational Intelligence.

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

Rashmi Dutta Baruah, Pallabi Saikia, P. Saikia, 2018, 2018 IEEE Symposium Series on Computational Intelligence (SSCI).

Visual Object Tracking Using Perceptron Forests and Optical Flow

Rashmi Dutta Baruah, Prithwijit Guha, Gaurav Nakum, 2019, PReMI.

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, Diganta Baruah, 2015, 2015 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS).

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

Plamen P. Angelov, Rashmi Dutta Baruah, 2012, 2012 IEEE Conference on Evolving and Adaptive Intelligent Systems.

A Reward and Penalty Based Approach for Online Feature Selection

Rashmi Dutta Baruah, Sonia Sharma, Shivashankar B. Nair, 2017, 2017 3rd IEEE International Conference on Cybernetics (CYBCON).

Clustering as a tool for self-generation of intelligent systems : a survey.

Plamen Angelov, Rashmi Dutta Baruah, P. Angelov, 2010 .

Evolving local means method for clustering of streaming data

Plamen P. Angelov, Rashmi Dutta Baruah, P. Angelov, 2012, 2012 IEEE International Conference on Fuzzy Systems.

Investigating Deep Convolution Conditional GANs for Electrocardiogram Generation

Rashmi Dutta Baruah, Deepankar Nankani, Deepankar Nankani, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

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

Plamen P. Angelov, Javier Andreu, Rashmi Dutta Baruah, 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, 2019, 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, R. Baruah, 2019, 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC).

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

Plamen P. Angelov, Javier Andreu, Rashmi Dutta Baruah, 2011, 2011 IEEE International Conference on Systems, Man, and Cybernetics.

Automatic scene recognition for low-resource devices using evolving classifiers

Plamen P. Angelov, Javier Andreu, Rashmi Dutta Baruah, 2011, 2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011).

Dynamically evolving clustering for data streams

Plamen P. Angelov, Rashmi Dutta Baruah, Diganta Baruah, 2014, 2014 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS).

Evolving fuzzy systems for data streams: a survey

Plamen P. Angelov, Rashmi Dutta Baruah, P. Angelov, 2011, WIREs Data Mining Knowl. Discov..

Anomaly detection in data streams based on graph coloring density coefficients

Rashmi Dutta Baruah, Achyut Mani Tripathi, R. Baruah, 2016, 2016 IEEE Symposium Series on Computational Intelligence (SSCI).

A Voting-Based Sensor Fusion Approach for Human Presence Detection

Sonia, Manish Singh, Rashmi Dutta Baruah, 2016, IHCI.

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

Rashmi Dutta Baruah, Achyut Mani Tripathi, 2017, 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

Seismic Signal Interpretation for Reservoir Facies Classification

Rashmi Dutta Baruah, Pallabi Saikia, Deepankar Nankani, 2019, PReMI.

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

Rashmi Dutta Baruah, Krzysztof Wolk, Miroslava Mikusová, 2021, ACIIDS.

PIPxResNet: Penalty Induced Prototype-Based eXplainable Residual Neural Network for Heartbeat Classification

Rashmi Dutta Baruah, Deepankar Nankani, Deepankar Nankani, 2021 .

Simpl_eClass:simple potential-free evolving fuzzy rule-based on-line classifiers

Plamen Angelov, Rashmi Dutta Baruah, Javier Andreu, 2011 .