Angshul Majumdar
Orcid: 0000-0002-1065-3000
According to our database1,
Angshul Majumdar
authored at least 254 papers
between 2006 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Sparse subspace clustering incorporated deep convolutional transform learning for hyperspectral band selection.
Earth Sci. Informatics, June, 2024
Corrigendum to "Deep state-space model for predicting cryptocurrency price" [Inform. Sci. 618 (2022) 417-433].
Inf. Sci., March, 2024
DeConFCluster: Deep Convolutional Transform Learning based multiview clustering fusion framework.
Signal Process., 2024
2023
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag., November, 2023
DeConDFFuse : Predicting drug-drug interaction using joint deep convolutional transform learning and decision forest fusion framework.
Expert Syst. Appl., October, 2023
Synthetic Speech Attribution: Highlights From the IEEE Signal Processing Cup 2022 Student Competition [SP Competitions].
IEEE Signal Process. Mag., September, 2023
Graph Regularized Probabilistic Matrix Factorization for Drug-Drug Interactions Prediction.
IEEE J. Biomed. Health Informatics, May, 2023
Kernelized transformed subspace clustering with geometric weights for non-linear manifolds.
Neurocomputing, 2023
Synthetic Image Detection: Highlights from the IEEE Video and Image Processing Cup 2022 Student Competition.
CoRR, 2023
Unsupervised Domain Adaptation via Subspace Interpolating Deep Dictionary Learning: A Case Study in Machine Inspection.
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 31st European Signal Processing Conference, 2023
Transform Based Subspace Interpolation for Unsupervised Domain Adaptation Applied to Machine Inspection.
Proceedings of the 31st European Signal Processing Conference, 2023
2022
Multi-Label Deep Blind Compressed Sensing for Low-Frequency Non-Intrusive Load Monitoring.
IEEE Trans. Smart Grid, 2022
ACM Trans. Knowl. Discov. Data, 2022
IEEE Trans. Instrum. Meas., 2022
IEEE Trans. Instrum. Meas., 2022
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Computational Prediction of Drug-Disease Association Based on Graph-Regularized One Bit Matrix Completion.
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
IEEE Geosci. Remote. Sens. Lett., 2022
Sparse Subspace Clustering Friendly Deep Dictionary Learning for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2022
DeepVir: Graphical Deep Matrix Factorization for In Silico Antiviral Repositioning - Application to COVID-19.
J. Comput. Biol., 2022
Digit. Signal Process., 2022
Proceedings of the 20th ACM Conference on Embedded Networked Sensor Systems, 2022
Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Semi-supervised Deep Convolutional Transform Learning for Hyperspectral Image Classification.
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022
Iterative Re-weighted Least Squares Algorithms for Non-negative Sparse and Group-sparse Recovery.
Proceedings of the IEEE International Conference on Acoustics, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
Proceedings of the 30th European Signal Processing Conference, 2022
2021
Recurrent dictionary learning for state-space models with an application in stock forecasting.
Neurocomputing, 2021
Expert Syst. Appl., 2021
SuperDeConFuse: A supervised deep convolutional transform based fusion framework for financial trading systems.
Expert Syst. Appl., 2021
Would Your Tweet Invoke Hate on the Fly? Forecasting Hate Intensity of Reply Threads on Twitter.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the Neural Information Processing - 28th International Conference, 2021
Proceedings of the IEEE International Conference on Acoustics, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the 29th European Signal Processing Conference, 2021
Resource Constrained CVD Classification Using Single Lead ECG On Wearable and Implantable Devices.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
Non-Intrusive Load Monitoring via Multi-Label Sparse Representation-Based Classification.
IEEE Trans. Smart Grid, 2020
A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning.
Pattern Recognit., 2020
J. Comput. Biol., 2020
Reconstructing multi-echo magnetic resonance images via structured deep dictionary learning.
Neurocomputing, 2020
EURASIP J. Adv. Signal Process., 2020
Proceedings of the BuildSys '20: The 7th ACM International Conference on Systems for Energy-Efficient Buildings, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Proceedings of the Neural Information Processing - 27th International Conference, 2020
Instant Adaptive Learning: An Adaptive Filter Based Fast Learning Model Construction for Sensor Signal Time Series Classification on Edge Devices.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Multi-Label Consistent Convolutional Transform Learning: Application to Non-Intrusive Load Monitoring.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
ConFuse: Convolutional Transform Learning Fusion Framework For Multi-Channel Data Analysis.
Proceedings of the 28th European Signal Processing Conference, 2020
2019
Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning.
IEEE Trans. Smart Grid, 2019
Signal Process., 2019
Discriminative Autoencoder for Feature Extraction: Application to Character Recognition.
Neural Process. Lett., 2019
IEEE Geosci. Remote. Sens. Lett., 2019
Online single and multiple analysis dictionary learning-based approach for visual object tracking.
J. Electronic Imaging, 2019
CoRR, 2019
Performance Evaluation of Techniques for Identifying Abnormal Energy Consumption in Buildings.
IEEE Access, 2019
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, 2019
2018
Single Point Conducted EMI Sensor With Intelligent Inference for Detecting IT Appliances.
IEEE Trans. Smart Grid, 2018
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018
Neural Process. Lett., 2018
Imposing Class-Wise Feature Similarity in Stacked Autoencoders by Nuclear Norm Regularization.
Neural Process. Lett., 2018
CoRR, 2018
Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements".
IEEE Access, 2018
Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements.
IEEE Access, 2018
IEEE Access, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Multi-spectral missing label prediction via restoration using deep residual dictionary learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Doubly Label Consistent Autoencoder: Accounting User and Item Metadata in Recommender Systems.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Coupled Analysis Dictionary Learning to inductively learn inversion: Application to real-time reconstruction of Biomedical signals.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018
Proceedings of the 26th European Signal Processing Conference, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2018
2017
IEEE Trans. Image Process., 2017
IEEE Trans. Inf. Forensics Secur., 2017
Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2017
Semi-supervised Stacked Label Consistent Autoencoder for Reconstruction and Analysis of Biomedical Signals.
IEEE Trans. Biomed. Eng., 2017
Pattern Recognit., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Balancing accuracy and diversity in recommendations using matrix completion framework.
Knowl. Based Syst., 2017
Inf. Sci., 2017
Energy efficient EEG acquisition and reconstruction for a Wireless Body Area Network.
Integr., 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Cold-start, warm-start and everything in between: An autoencoder based approach to recommendation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the 2017 IEEE International Conference on Image Processing, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE International Joint Conference on Biometrics, 2017
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017
Proceedings of the 2017 Data Compression Conference, 2017
Proceedings of the 2017 Data Compression Conference, 2017
Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017
Supervised Analysis Dictionary Learning: Application in Consumer Electronics Appliance Classification.
Proceedings of the Fourth ACM IKDD Conferences on Data Sciences, 2017
2016
Hyperspectral Unmixing in the Presence of Mixed Noise Using Joint-Sparsity and Total Variation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Signal Process., 2016
IEEE Geosci. Remote. Sens. Lett., 2016
J. Electronic Imaging, 2016
Group sparse representation based classification for multi-feature multimodal biometrics.
Inf. Fusion, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
Real-time reconstruction of EEG signals from compressive measurements via deep learning.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
Proceedings of the Tenth Indian Conference on Computer Vision, 2016
Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Kernel L1-Minimization: Application to Kernel Sparse Representation Based Classification.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016
Proceedings of the 24th European Signal Processing Conference, 2016
Proceedings of the 2016 Data Compression Conference, 2016
Fast Acquisition for Quantitative MRI Maps: Sparse Recovery from Non-Linear Measurements.
Proceedings of the 2016 Data Compression Conference, 2016
Proceedings of the 21st International Conference on Management of Data, 2016
2015
High-resolution radar imaging of moving humans using doppler processing and compressed sensing.
IEEE Trans. Aerosp. Electron. Syst., 2015
J. Electronic Imaging, 2015
Expert Syst. Appl., 2015
Biomed. Signal Process. Control., 2015
Biomed. Signal Process. Control., 2015
Energy efficient EEG sensing and transmission for wireless body area networks: A blind compressed sensing approach.
Biomed. Signal Process. Control., 2015
A Comprehensive Recommender System Model: Improving Accuracy for Both Warm and Cold Start Users.
IEEE Access, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2015
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015
Learning space-time dictionaries for blind compressed sensing dynamic MRI reconstruction.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Frontal face recognition from video via rank-aware multiple measurement vector recovery.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Matrix factorization model using Kacmarz algorithm: Application in sensor localization.
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Proceedings of the 2015 IEEE International Conference on Digital Signal Processing, 2015
Learning the sparsity basis in low-rank plus sparse model for dynamic MRI reconstruction.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Combining sparsity with rank-deficiency for energy efficient EEG sensing and transmission over Wireless Body Area Network.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015
Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015
2014
A Low-Rank Matrix Recovery Approach for Energy Efficient EEG Acquisition for a Wireless Body Area Network.
Sensors, 2014
Non-convex row-sparse multiple measurement vector analysis prior formulation for EEG signal reconstruction.
Biomed. Signal Process. Control., 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Proceedings of the 2014 IEEE International Symposium on Signal Processing and Information Technology, 2014
Single-sensor multi-spectral image demosaicing algorithm using learned interpolation weights.
Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014
Generalized Synthesis and Analysis Prior Algorithms with Application to Impulse Denoising.
Proceedings of the 2014 Indian Conference on Computer Vision, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Split Bregman algorithms for sparse / joint-sparse and low-rank signal recovery: Application in compressive hyperspectral imaging.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 19th International Conference on Digital Signal Processing, 2014
Proceedings of the IEEE International Conference on Acoustics, 2014
Proceedings of the 2014 International Conference on Advances in Computing, 2014
Proceedings of the 2014 International Conference on Advances in Computing, 2014
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
Distributed Elastic Net Regularized Blind Compressive Sensing for Recommender System Design.
Proceedings of the 20th International Conference on Management of Data, 2014
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014
2013
Sensors, 2013
Biomed. Signal Process. Control., 2013
Proceedings of the Fourth National Conference on Computer Vision, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Proceedings of the 21st European Signal Processing Conference, 2013
Exploiting rank deficiency for MR image reconstruction from multiple partial K-space scans.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013
2012
IEEE Trans. Medical Imaging, 2012
FOCUSS Based Schatten-p Norm Minimization for Real-Time Reconstruction of Dynamic Contrast Enhanced MRI.
IEEE Signal Process. Lett., 2012
On the choice of Compressed Sensing priors and sparsifying transforms for MR image reconstruction: An experimental study.
Signal Process. Image Commun., 2012
Algorithms to Approximately Solve NP Hard Row-Sparse MMV Recovery Problem: Application to Compressive Color Imaging.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
2011
Increasing energy efficiency in sensor networks: blue noise sampling and non-convex matrix completion.
Int. J. Sens. Networks, 2011
Compressed sensing based MR image reconstruction from multiple partial K-space scans.
Proceedings of the IEEE Workshop on Signal Processing Systems, 2011
2010
IEEE Trans. Syst. Man Cybern. Part B, 2010
Under-Determined Non-cartesian MR Reconstruction with Non-convex Sparsity Promoting Analysis Prior.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the IEEE International Conference on Acoustics, 2010
A Matrix Completion Approach to Reduce Energy Consumption in Wireless Sensor Networks.
Proceedings of the 2010 Data Compression Conference (DCC 2010), 2010
2009
Signal Image Video Process., 2009
A comparative study in wavelets, curvelets and contourlets as feature sets for pattern recognition.
Int. Arab J. Inf. Technol., 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
Proceedings of the 22nd Canadian Conference on Electrical and Computer Engineering, 2009
2008
Proceedings of the Advances in Visual Computing, 4th International Symposium, 2008
Single image per person face recognition with images synthesized by non-linear approximation.
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the IEEE International Conference on Acoustics, 2008
2007
Face Recognition by Multiresolution Contourlet Transform on Bit Quantized Facial Images.
Proceedings of the 3rd Indian International Conference on Artificial Intelligence, 2007
Proceedings of the Image Analysis and Recognition, 4th International Conference, 2007
Curvelet-Based Multi SVM Recognizer for Offline Handwritten Bangla: A Major Indian Script.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007
2006
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006