Pratik Dutta

According to our database, Pratik Dutta authored at least 23 papers between 2014 and 2025.

Collaborative distances:

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

2025

TFBS-Finder: Deep Learning-based Model with DNABERT and Convolutional Networks to Predict Transcription Factor Binding Sites.

Nimisha Ghosh, Pratik Dutta, Daniele Santoni

CoRR, February, 2025

A Traffic Management System by Identifying Pollution Hotspots Among Sensitive Points in a Smart City.

Pratik Dutta, Soumyadeep Sur, Sankhayan Choudhury, Sunirmal Khatua

IEEE Access, 2025

Compute4Biology: Taking Stock of High Performance Computing Needs for Foundation Models in Biological Sciences.

Pratik Dutta, Tirthankar Ghosal

Proceedings of the SC '25 Workshops of the International Conference for High Performance Computing, 2025

2024

Incorporation of gene ontology in identification of protein interactions from biomedical corpus: a multi-modal approach.

Kanchan Jha, Sriparna Saha, Pratik Dutta

Ann. Oper. Res., August, 2024

DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genomes.

Zhihan Zhou, Yanrong Ji, Weijian Li, Pratik Dutta, Ramana V. Davuluri, Han Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Fast move: A prioritized vehicle rerouting strategy in smart city.

Pratik Dutta, Sunirmal Khatua, Sankhayan Choudhury

Veh. Commun., December, 2023

DNABERT-2: Efficient Foundation Model and Benchmark For Multi-Species Genome.

Zhihan Zhou, Yanrong Ji, Weijian Li, Pratik Dutta, Ramana V. Davuluri, Han Liu

CoRR, 2023

2022

DeePROG: Deep Attention-Based Model for Diseased Gene Prognosis by Fusing Multi-Omics Data.

Pratik Dutta, Aditya Prakash Patra, Sriparna Saha

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

2021

MultiPredGO: Deep Multi-Modal Protein Function Prediction by Amalgamating Protein Structure, Sequence, and Interaction Information.

Swagarika Jaharlal Giri, Pratik Dutta, Parth Halani, Sriparna Saha

IEEE J. Biomed. Health Informatics, 2021

A multi-objective based PSO approach for inferring pathway activity utilizing protein interactions.

Pratik Dutta, Sriparna Saha, Sukanya Naskar

Multim. Tools Appl., 2021

DB-Corouting: Density Based Coordinated Vehicle Rerouting in Smart Environment.

Pratik Dutta, Sunirmal Khatua, Sankhayan Choudhury

Int. J. Intell. Transp. Syst. Res., 2021

A Multi-Objective Optimization-based Clustering Approach for CORD-19 Scholarly Articles.

Pratik Dutta, Nupur Shah, Sriparna Saha

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Multimodal Graph-based Transformer Framework for Biomedical Relation Extraction.

Sriram Pingali, Shweta Yadav, Pratik Dutta, Sriparna Saha

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

Ensembling of Gene Clusters Utilizing Deep Learning and Protein-Protein Interaction Information.

Pratik Dutta, Sriparna Saha, Saraansh Chopra, Varnika Miglani

IEEE ACM Trans. Comput. Biol. Bioinform., 2020

Incomplete multi-view gene clustering with data regeneration using Shape Boltzmann Machine.

Pratik Dutta, Piyush Mishra, Sriparna Saha

Comput. Biol. Medicine, 2020

Amalgamation of protein sequence, structure and textual information for improving protein-protein interaction identification.

Pratik Dutta, Sriparna Saha

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Graph-Based Hub Gene Selection Technique Using Protein Interaction Information: Application to Sample Classification.

Pratik Dutta, Sriparna Saha, Saurabh Gulati

IEEE J. Biomed. Health Informatics, 2019

A Weak Supervision Technique with a Generative Model for Improved Gene Clustering.

Pratik Dutta, Sriparna Saha

Proceedings of the IEEE Congress on Evolutionary Computation, 2019

2018

Predicting Degree of Relevance of Pathway Markers from Gene Expression Data: A PSO Based Approach.

Pratik Dutta, Sriparna Saha, Agni Besh Chauhan

Proceedings of the Neural Information Processing - 25th International Conference, 2018

2017

Fusion of expression values and protein interaction information using multi-objective optimization for improving gene clustering.

Pratik Dutta, Sriparna Saha

Comput. Biol. Medicine, 2017

2015

All Optical Implementation of Mach-Zehnder Interferometer Based Reversible Sequential Counters.

Pratik Dutta, Chandan Bandyopadhyay, Hafizur Rahaman

Proceedings of the 28th International Conference on VLSI Design, 2015

2014

All optical implementation of Mach-Zehnder interferometer based reversible sequential circuit.

Pratik Dutta, Chandan Bandyopadhyay, Hafizur Rahaman

Proceedings of the 18th International Symposium on VLSI Design and Test, 2014

Mach-Zehnder Interferometer Based All Optical Reversible Carry-Lookahead Adder.

Pratik Dutta, Chandan Bandyopadhyay, Chandan Giri, Hafizur Rahaman

Proceedings of the IEEE Computer Society Annual Symposium on VLSI, 2014