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Scopus Author ID: 37048685500

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Employment (1)

The University of Burdwan: Burdwan, West Bengal, IN

2005-10-26 to present | Associate Professor (Department of Computer Science and Engineering, University Institute of Technology,)
Employment
Source: Self-asserted source
Dipankar Dutta

Education and qualifications (3)

Indian Institute of Engineering Science and Technology: Howrah, West Bengal, IN

2013 to 2020 | PhD in Engineering (CST)
Education
Source: Self-asserted source
Dipankar Dutta

Jadavpur University: Kolkata, West Bengal, IN

2001 to 2004 | M. Tech in Computer Tehnology (CSE)
Qualification
Source: Self-asserted source
Dipankar Dutta

Jalpaiguri Government Engineering College: Jalpaiguri, West Bengal, IN

1992 to 1996 | B.E. (Mechanical Engineering)
Qualification
Source: Self-asserted source
Dipankar Dutta

Professional activities (1)

IEEE: New York, NY, US

Senior Member
Membership
Source: Self-asserted source
Dipankar Dutta

Works (20)

Indian Road Damage Detection Using Deep Learning

Advancements in Intelligent Process Automation
2024 | Book chapter
Contributors: Dipankar Dutta
Source: Self-asserted source
Dipankar Dutta

One dimensional convolutional neural network for data classification

Advanced Technologies for Realizing Sustainable Development Goals: 5G, AI, Big Data, Blockchain, and Industry 4.0 Application
2024 | Book chapter
Contributors: Dipankar Dutta
Source: Self-asserted source
Dipankar Dutta

A Comprehensive Analysis of Fast-Food Classification Using You Only Look Once (YOLO) Model

2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)
2024-06-24 | Conference paper
DOI: 10.1109/icccnt61001.2024.10724136
Contributors: Shaon Bandyopadhyay; Dipankar Dutta; Sanjoy Pratihar
Source: Self-asserted source
Dipankar Dutta

Comparative Analysis of Neonatal Facial Expression from Images using Deep Learning

2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)
2024-06-24 | Conference paper
DOI: 10.1109/icccnt61001.2024.10725190
Contributors: Chirantan Das; Dibyashree Nanda; Sudip Chatterjee; Dipankar Dutta
Source: Self-asserted source
Dipankar Dutta

Classifying internet of things (IoT) devices and non-IoT devices in data center edge network by one dimensional convolutional neural network using behavioral data

27th International Conference on Advanced Computing and Communications (ADCOM 2022)
2023 | Conference paper
DOI: 10.1049/icp.2023.1455
Contributors: S. Ramamurthy; D. Dutta
Source: Self-asserted source
Dipankar Dutta

Classifying Internet of Things (IoT) devices and non-IoT devices in data center edge network using statistical and network flow features by one dimensional convolutional neural network

27th International Conference on Advanced Computing and Communications (ADCOM 2022)
2023 | Conference paper
DOI: 10.1049/icp.2023.1451
Contributors: S. Ramamurthy; D. Dutta
Source: Self-asserted source
Dipankar Dutta

Heart Problem Detection from Electrocardiogram by One-Dimensional Convolutional Neural Network

Third Congress on Intelligent Systems
2023-05-19 | Conference paper
DOI: 10.1007/978-981-19-9379-4_44
Contributors: Prince Kumar; Deepak Kumar; Poulami Singha; Rakesh Ranjan; Dipankar Dutta
Source: Self-asserted source
Dipankar Dutta

A bi-phased multi-objective genetic algorithm based classifier

Expert Systems with Applications
2020-05 | Journal article
DOI: 10.1016/j.eswa.2019.113163
Contributors: Dipankar Dutta; Jaya Sil; Paramartha Dutta
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Automatic clustering by multi-objective genetic algorithm with numeric and categorical features

Expert Systems with Applications
2019-12 | Journal article
DOI: 10.1016/j.eswa.2019.06.056
Contributors: Dipankar Dutta; Jaya Sil; Paramartha Dutta
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A Study of Effectiveness of Principal Component Analysis on Different Data Sets

2017 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2017
2018 | Conference paper
DOI: 10.1109/ICCIC.2017.8524329
EID:

2-s2.0-85057968419
Contributors: Krishnan, M.; Dutta, D.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

A Study of Feature Selection by Fuzzy Curves and Fuzzy Surface

2017 IEEE International Conference on Computational Intelligence and Computing Research, ICCIC 2017
2018 | Conference paper
DOI: 10.1109/ICCIC.2017.8524346
EID:

2-s2.0-85057999764
Contributors: Singh, S.; Anand, A.; Bhujwan, P.; Dutta, D.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Categorical feature reduction using multi objective genetic Algorithm in cluster analysis

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2013 | Book
DOI: 10.1007/978-3-642-45318-2-7
EID:

2-s2.0-84892713608
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Feature weighted clustering of mixed data sets by hybrid evolutionary algorithm

2013 Annual IEEE India Conference, INDICON 2013
2013 | Conference paper
DOI: 10.1109/INDCON.2013.6726029
EID:

2-s2.0-84894424457
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Simultaneous continuous feature selection and K clustering by Multi Objective Genetic Algorithm

Proceedings of the 2013 3rd IEEE International Advance Computing Conference, IACC 2013
2013 | Conference paper
DOI: 10.1109/IAdCC.2013.6514352
EID:

2-s2.0-84879863433
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Clustering by multi objective genetic algorithm

2012 1st International Conference on Recent Advances in Information Technology, RAIT-2012
2012 | Conference paper
DOI: 10.1109/RAIT.2012.6194619
EID:

2-s2.0-84862109101
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Clustering data set with categorical feature using multi objective genetic algorithm

Proceedings - 2012 International Conference on Data Science and Engineering, ICDSE 2012
2012 | Conference paper
DOI: 10.1109/ICDSE.2012.6281897
EID:

2-s2.0-84867374530
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Data clustering with mixed features by multi objective genetic algorithm

Proceedings of the 2012 12th International Conference on Hybrid Intelligent Systems, HIS 2012
2012 | Conference paper
DOI: 10.1109/HIS.2012.6421357
EID:

2-s2.0-84874186672
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Evolution of genetic algorithms in classification rule mining

Handbook of Research on Computational Intelligence for Engineering, Science, and Business
2012 | Book chapter
Part of DOI: 10.4018/978-1-46662-518-1.ch013
EID:

2-s2.0-84898499958
Contributors: Dutta, D.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Simultaneous feature selection and clustering for categorical features using multi objective genetic algorithm

Proceedings of the 2012 12th International Conference on Hybrid Intelligent Systems, HIS 2012
2012 | Conference paper
DOI: 10.1109/HIS.2012.6421332
EID:

2-s2.0-84874183876
Contributors: Dutta, D.; Dutta, P.; Sil, J.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

A real coded MOGA for mining classification rules with missing attribute values

ACM International Conference Proceeding Series
2011 | Conference paper
DOI: 10.1145/1947940.1948015
EID:

2-s2.0-79952968508
Contributors: Dutta, D.; Dutta, P.
Source: Self-asserted source
Dipankar Dutta via Scopus - Elsevier

Peer review (9 reviews for 1 publication/grant)

Review activity for Neural computing & applications. (9)
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