Debarka Sengupta

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 24

Top Topics

Dictionary Learning

Feature Selection

Convolutional Neural Network

Drift Detection

Top Venues

Briefings Bioinform.

IEEE ACM Trans. Comput. Biol. Bioinform.

Publications

Salim Ghannoum, Damiano Fantini, Muhammad Zahoor, Veronika Reiterer, Santosh Phuyal, Waldir Leoncio Netto, Øystein Sørensen, Arvind Iyer, Debarka Sengupta, Lina Prasmickaite, Gunhild Mari Mælandsmo, Alvaro Köhn-Luque, Hesso Farhan
A combined experimental-computational approach uncovers a role for the Golgi matrix protein Giantin in breast cancer progression. PLoS Comput. Biol. 19 (4) (2023)
Vishakha Gautam, Rahul Gupta, Deepti Gupta, Anubhav Ruhela, Aayushi Mittal, Sanjay Kumar Mohanty, Sakshi Arora, Ria Gupta, Chandan Saini, Debarka Sengupta, Natarajan Arul Murugan, Gaurav Ahuja
: AI-driven web service for graph-based quantitative structure-activity relationship analysis. Briefings Bioinform. 23 (5) (2022)
Priyadarshini Rai, Debarka Sengupta, Angshul Majumdar
SelfE: Gene Selection via Self-Expression for Single-Cell Data. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (1) (2022)
Anku Gupta, Mohit Choudhary, Sanjay Kumar Mohanty, Aayushi Mittal, Krishan Gupta, Aditya Arya, Suvendu Kumar, Nikhil Katyayan, Nilesh Kumar Dixit, Siddhant Kalra, Manshi Goel, Megha Sahni, Vrinda Singhal, Tripti Mishra, Debarka Sengupta, Gaurav Ahuja
Machine-OlF-Action: a unified framework for developing and interpreting machine-learning models for chemosensory research. Bioinform. 37 (12) (2021)
Namrata Bhattacharya, Colleen C. Nelson, Gaurav Ahuja, Debarka Sengupta
Big data analytics in single-cell transcriptomics: Five grand opportunities. WIREs Data Mining Knowl. Discov. 11 (4) (2021)
Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva
Enhash: A Fast Streaming Algorithm For Concept Drift Detection. ESANN (2021)
Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta
Linear time identification of local and global outliers. Neurocomputing 429 (2021)
Krishan Gupta, Sanjay Kumar Mohanty, Aayushi Mittal, Siddhant Kalra, Suvendu Kumar, Tripti Mishra, Jatin Ahuja, Debarka Sengupta, Gaurav Ahuja
The Cellular basis of loss of smell in 2019-nCoV-infected individuals. Briefings Bioinform. 22 (2) (2021)
Shravika Mittal, Debarka Sengupta, Tanmoy Chakraborty
Hide and Seek: Outwitting Community Detection Algorithms. CoRR (2021)
Snehalika Lall, Debajyoti Sinha, Abhik Ghosh, Debarka Sengupta, Sanghamitra Bandyopadhyay
Stable feature selection using copula based mutual information. Pattern Recognit. 112 (2021)
Shravika Mittal, Debarka Sengupta, Tanmoy Chakraborty
Hide and Seek: Outwitting Community Detection Algorithms. IEEE Trans. Comput. Soc. Syst. 8 (4) (2021)
Vishakha Gautam, Aayushi Mittal, Siddhant Kalra, Sanjay Kumar Mohanty, Krishan Gupta, Komal Rani, Srivatsava Naidu, Tripti Mishra, Debarka Sengupta, Gaurav Ahuja
EcTracker: Tracking and elucidating ectopic expression leveraging large-scale scRNA-seq studies. Briefings Bioinform. 22 (6) (2021)
Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta
-NN Searches in Hamming Space. Big Data Res. 25 (2021)
Aanchal Mongia, Debarka Sengupta, Angshul Majumdar
deepMc: Deep Matrix Completion for Imputation of Single-Cell RNA-seq Data. J. Comput. Biol. 27 (7) (2020)
Priyadarshini Rai, Angshul Majumdar, Debarka Sengupta
Cluster Aware Deep Dictionary Learning for Single Cell Analysis. ICONIP (5) (2020)
Debajyoti Sinha, Pradyumn Sinha, Ritwik Saha, Sanghamitra Bandyopadhyay, Debarka Sengupta
Improved dropClust R package with integrative analysis support for scRNA-seq data. Bioinform. 36 (6) (2020)
Aashi Jindal, Prashant Gupta, Debarka Sengupta, Jayadeva
Enhash: A Fast Streaming Algorithm For Concept Drift Detection. CoRR (2020)
Manideepa Mukherjee, Sana Ali Naqvi, Anushika Verma, Debarka Sengupta, Aman Parnami
MenstruLoss: Sensor For Menstrual Blood Loss Monitoring. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (2) (2019)
Prashant Gupta, Aashi Jindal, Jayadeva, Debarka Sengupta
Guided Random Forest and its application to data approximation. CoRR (2019)
Krishan Gupta, Tushar Jain, Debarka Sengupta
Texture Classification Using Deep Convolutional Neural Network with Ensemble Learning. MIKE (2018)
Snehalika Lall, Debajyoti Sinha, Sanghamitra Bandyopadhyay, Debarka Sengupta
Structure-Aware Principal Component Analysis for Single-Cell RNA-seq Data. J. Comput. Biol. 25 (12) (2018)
Divyanshu Srivastava, Arvind Iyer, Vibhor Kumar, Debarka Sengupta
CellAtlasSearch: a scalable search engine for single cells. Nucleic Acids Res. 46 (Webserver-Issue) (2018)
Debarka Sengupta, Sanghamitra Bandyopadhyay, Debajyoti Sinha
A Scoring Scheme for Online Feature Selection: Simulating Model Performance Without Retraining. IEEE Trans. Neural Networks Learn. Syst. 28 (2) (2017)
Sanghamitra Bandyopadhyay, Garisha Chowdhary, Debarka Sengupta
FOCS: Fast Overlapped Community Search. IEEE Trans. Knowl. Data Eng. 27 (11) (2015)
Srinka Basu, Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay
A strong Nash stability based approach to minimum quasi clique partitioning. COMSNETS (2014)
Debarka Sengupta, Aroonalok Pyne, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Reformulated Kemeny Optimal Aggregation with Application in Consensus Ranking of microRNA Targets. IEEE ACM Trans. Comput. Biol. Bioinform. 10 (3) (2013)
Debarka Sengupta
Mobilizes. XRDS 20 (1) (2013)
Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Score Based Aggregation of microRNA Target Orderings. ISBRA (2012)
Debarka Sengupta, Ujjwal Maulik, Sanghamitra Bandyopadhyay
Weighted Markov Chain Based Aggregation of Biomolecule Orderings. IEEE ACM Trans. Comput. Biol. Bioinform. 9 (3) (2012)