Bikram Pratim Bhuyan

24
Documents
Affiliations actuelles
  • Laboratoire d'Ingénierie des Systèmes de Versailles (LISV)
  • Université Paris-Saclay
  • Ecole Centrale d'Electronique

Présentation

Dr. Bikram Pratim BHUYAN currently serves as the head of the three masters programs in MSc Artificial Intelligence, MSc Data Management, MSc Embedded AI & Edge Intelligence at École centrale d’électronique (ECE) École d’Ingénieurs, Paris, France and a researcher at LISV Laboratory, Université Paris-Saclay, France. He earned his PhD in Computer Science from Université Paris-Saclay and has over a decade of teaching and research experience in India and France, contributing to the integration of symbolic reasoning and deep learning for Neuro-Symbolic AI systems. He has authored numerous research papers in the field with several best-paper awards and actively contributes to the advancement of next-generation AI systems. He serves on the editorial board of Nature Scientific Reports and reviews for leading conferences and journals such as NeurIPS and AAAI. Beyond publications, Dr Bhuyan mentors PhD, MSc/MTech and BSc/BTech/BE students on topics ranging from knowledge representation to learning. A member of the AAAI, IEEE and the European Trustworthy AI Association, he combines technical depth with pedagogical passion, preparing the next generation of engineers and scientists.

Domaines de recherche

Informatique [cs] Intelligence artificielle [cs.AI]

Compétences

Knowledge Representation and Reasoning Artificial Intelligence Optimization Neuro-Symbolic AI Explainable AI

Publications

Publications

Temporal motif-based representation learning on continuous-time dynamic graphs

Marouane Alilou , Bikram Pratim Bhuyan , Rachida Fissoune , Amar Ramdane-Cherif

Data Mining and Knowledge Discovery, 2026, 40 (2), pp.22. ⟨10.1007/s10618-026-01190-2⟩

Article dans une revue hal-05539514v1

Learning Directed Knowledge Using Higher-Ordered Neural Networks: Building a Predictive Framework

Yousra Moh Ousellam , Bikram Pratim Bhuyan , Rachida Fissoune , Galina Ivanova , Amar Ramdane-Cherif

Applied Sciences, 2025, 15 (20), pp.11085. ⟨10.3390/app152011085⟩

Article dans une revue hal-05318440v1

A Comprehensive Survey of Manta Ray Foraging Optimization: Theory, Variants, Hybridization, and Applications

Selma Yahia , Sylia Makhmoukh Taleb , Amylia Ait Saadi , Yassine Meraihi , Bikram Pratim Bhuyan et al.

Archives of Computational Methods in Engineering, 2025, ⟨10.1007/s11831-025-10363-z⟩

Article dans une revue hal-05235404v1

A Comprehensive Review of Archimedes Optimization Algorithm with its Theory, Variants, Hybridization, and Applications

Yassine Meraihi , Sylia Mekhmoukh Taleb , Bikram Pratim Bhuyan , Abdelbaki Benayad , Galina Ivanova et al.

Archives of Computational Methods in Engineering, 2025, ⟨10.1007/s11831-025-10451-0⟩

Article dans une revue hal-05376790v1

A Monadic Second-Order Temporal Logic framework for hypergraphs

Bikram Pratim Bhuyan , T. Singh , Ravi Tomar , Yassine Meraihi , Amar Ramdane-Cherif

Neural Computing and Applications, 2024, ⟨10.1007/s00521-024-10365-1⟩

Article dans une revue hal-04723180v1

On Hypergraph Neural Networks and Their Stability Towards Higher-Order Knowledge Representation and Learning

Bikram Pratim Bhuyan , Thipendra Singh , Ravi Tomar , Amar Ramdane-Cherif

SN Computer Science, 2024, 5 (8), pp.1124. ⟨10.1007/s42979-024-03453-5⟩

Article dans une revue hal-04813789v1
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NeSyKHG: Neuro-Symbolic Knowledge Hypergraphs

Bikram Pratim Bhuyan , Thipendra Singh , Ravi Tomar , Amar Ramdane-Cherif

Procedia Computer Science, 2024, 235, pp.1278-1288. ⟨10.1016/j.procs.2024.04.121⟩

Article dans une revue hal-04596980v1
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UrbanAgriKG: A knowledge graph on urban agriculture and its embeddings

Bikram Pratim Bhuyan , Ravi Tomar , Thipendra Singh , Amar Ramdane-Cherif

Open Agriculture, 2024, 9 (1), ⟨10.1515/opag-2022-0265⟩

Article dans une revue hal-04494487v1

Power consumption model for Unmanned Aerial Vehicles using Recurrent Neural Network techniques

Amylia Ait Saadi , Bikram Pratim Bhuyan , Amar Ramdane-Cherif

Aerospace Science and Technology, 2024, pp.109819. ⟨10.1016/j.ast.2024.109819⟩

Article dans une revue hal-04822272v1

Neuro-symbolic artificial intelligence: a survey

Bikram Pratim Bhuyan , Amar Ramdane-Cherif , Ravi Tomar , T P Singh

Neural Computing and Applications, 2024, pp.1-36. ⟨10.1007/s00521-024-09960-z⟩

Article dans une revue hal-04603154v1
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Crop Type Prediction: A Statistical and Machine Learning Approach

Bikram Pratim Bhuyan , Ravi Tomar , T. Singh , Amar Ramdane Cherif

Sustainability, 2023, 15 (1), pp.481. ⟨10.3390/su15010481⟩

Article dans une revue hal-04039663v1
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A Knowledge Representation System for the Indian Stock Market

Bikram Pratim Bhuyan , Vaishnavi Jaiswal , Amar Ramdane Cherif

Computers, 2023, 12 (5), pp.90. ⟨10.3390/computers12050090⟩

Article dans une revue hal-04083441v1
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A Systematic Review of Knowledge Representation Techniques in Smart Agriculture (Urban)

Bikram Pratim Bhuyan , Ravi Tomar , Amar Ramdane-Cherif

Sustainability, 2022, 14 (22), pp.15249. ⟨10.3390/su142215249⟩

Article dans une revue hal-04083425v1

Formal Concept Analysis and Its Validity in Power Reliability Engineering

Bikram Pratim Bhuyan , Amar Ramdane-Cherif Article dans une revue hal-04083434v1

Encoding Higher-Order Logic in Spatio-Temporal Hypergraphs for Neuro-Symbolic Learning

Bikram Pratim Bhuyan , Amylia Ait Saadi , Amar Ramdane-Cherif

ESANN 2025, Apr 2025, Bruges (Belgium) and online, France. pp.579-584, ⟨10.14428/esann/2025.ES2025-78⟩

Communication dans un congrès hal-05041806v1

CU-1: A Class-Agnostic Detection Transformer Bridging Large Language Models and Big Data Interface Understanding

André-Louis Rochet , Matis Despujols , Léo Appourchaux , Noé Brandolini , David Soeiro-Vuong et al.

2025 IEEE International Conference on Big Data (BigData), Dec 2025, Macau, France. pp.6722-6731, ⟨10.1109/BigData66926.2025.11402585⟩

Communication dans un congrès hal-05544313v1

Geometric Model Merging for Efficient and Scalable Adaptation of Large Language Models

Lilian Rage , Youri Lalain , Mathis Escriva , Martial Roberge , Paul Lemaistre et al.

2025 IEEE International Conference on Big Data (BigData), Dec 2025, Macau, France. pp.6992-7001, ⟨10.1109/BigData66926.2025.11400932⟩

Communication dans un congrès hal-05544320v1

Ontology Development for Sustainable Intelligent Transportation Systems

Bikram Pratim Bhuyan , Manolo Dulva Hina , Jean Tshibangu-Muabila , Yunus Emre Çoban , Amar Ramdane-Cherif

2024 IEEE 29th Asia Pacific Conference on Communications (APCC), Nov 2024, BALI, France. pp.442-449, ⟨10.1109/APCC62576.2024.10767997⟩

Communication dans un congrès hal-04815516v1
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An Ontological Knowledge Representation for Smart Agriculture

Bikram Pratim Bhuyan , Ravi Tomar , Maanak Gupta , Amar Ramdane-Cherif

2021 IEEE International Conference on Big Data (Big Data), Dec 2021, Orlando, France. pp.3400-3406, ⟨10.1109/BigData52589.2021.9672020⟩

Communication dans un congrès hal-04083438v1

A Guided Kolmogorov-Arnold Network for Enhanced Security in Assistive UAV Technologies

Amylia Ait Saadi , Manolo Dulva Hina , Bikram Pratim Bhuyan , Galina Ivanova , Amar Ramdane-Cherif

2025 International Conference on Computer Systems and Technologies (CompSysTech), Jun 2025, Ruse, France. IEEE, pp.1-8, 2025, ⟨10.1109/CompSysTech65493.2025.11136929⟩

Proceedings/Recueil des communications hal-05245001v1

Neuro-Symbolic Green Computing and Its Integration with UN Sustainability Goals

Bikram Pratim Bhuyan , Amar Ramdane-Cherif

Green Computing for Sustainable Development, 1, Auerbach Publications, pp.1-26, 2025, ⟨10.1201/9781003471356-1⟩

Chapitre d'ouvrage hal-05088566v1

Statistical Machine Learning in Loan Analysis from Financial Institutions

Bikram Pratim Bhuyan , Ravi Tomar , Amar Ramdane Cherif

Machine Intelligence and Data Science Applications, Springer Nature Singapore, pp.405-418, 2023, Algorithms for Intelligent Systems, ⟨10.1007/978-981-99-1620-7_32⟩

Chapitre d'ouvrage hal-04738787v1

AI and Knowledge Representation in Smart Urban Agriculture

Bikram Pratim Bhuyan

Doctoral. Erasmus+ International Training Week, Selçuk Üniversitesi, Turkey. 2024, pp.25

Cours hal-04595069v1