Chiranjib Sur

Assistant Professor at School of Data Science & AI | Associate Faculty at School of Business | ex-Microsoft & ex-GEHealthcare | Computer Science Ph.D. from University of Florida | Interested in Natural Language Processing, Computer Vision, and Recommendation System

Email: chiranjib@iitg.ac.in



[ curriculum vitae (pdf) ]


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Publications

[Journals] [Conferences] [Workshops] [Pre-prints] [Patents]



Journals

Representations For Vision Language Intelligence Using Tensor Product Representation
Chiranjib Sur (2019)
In Gainesville: University of Florida, pp.1-160. [Link]
Representation for Language Understanding
Chiranjib Sur (2018).
In Gainesville: University of Florida, pp.1-90. [Accessed 16 Oct. 2018]. [Link]
SACT: Self-Aware Multi-Space Feature Composition Transformer for Multinomial Attention for Video Captioning.
Chiranjib Sur
In arXiv preprint arXiv:2006.14262 (2020).
[arXiv] [Link]
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering.
Chiranjib Sur
In arXiv preprint arXiv:2006.14264 (2020).
[arXiv] [Link]
ReLGAN: Generalization of Consistency for GAN with Disjoint Constraints and Relative Learning of Generative Processes for Multiple Transformation Learning.
Chiranjib Sur
In arXiv preprint arXiv:2006.07809 (2020).
[arXiv] [Link]
AACR: Feature Fusion Effects of Algebraic Amalgamation Composed Representation on (De)Compositional Network for Caption Generation for Images.
Chiranjib Sur
In SN COMPUT. SCI. 1, 229 (2020).
[arXiv] [Link]
GenAtSeq GAN with Heuristic Reforms for Knowledge Centric Network with Browsing Characteristics Learning, Individual Tracking and Malware Detection with Website2Vec.
Chiranjib Sur
In SN COMPUT. SCI. 1, 228 (2020).
[arXiv] [Link]

Gaussian Smoothen Semantic Features (GSSF)--Exploring the Linguistic Aspects of Visual Captioning in Indian Languages (Bengali) Using MSCOCO Framework.
Chiranjib Sur
In arXiv preprint arXiv:2002.06701 (2020).
[arXiv] [Link]

MRRC: Multiple Role Representation Crossover Interpretation for Image Captioning With R-CNN Feature Distribution Composition (FDC).
Chiranjib Sur
In arXiv preprint arXiv:2002.06436 (2020).
[arXiv] [Link]

Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sur, Chiranjib. "aiTPR: Attribute Interaction-Tensor Product Representation for Image Caption." arXiv preprint arXiv:2001.09545 (2020). link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "RBN: enhancement in language attribute prediction using global representation of natural language transfer learning technology like Google BERT." SN Applied Sciences 2, no. 1 (2020): 22. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "A Multi-Modular System-Genetics (MMSG) Approach for Deep Representation Learning for Personalized Treatment of Cancer Using Sensitivity Analysis of Precision Drugs and Gene Expression Data." Data-Enabled Discovery and Applications 3, no. 1 (2019): 11. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "UCRLF: unified constrained reinforcement learning framework for phase-aware architectures for autonomous vehicle signaling and trajectory optimization." Evolutionary Intelligence 12, no. 4 (2019): 689-712. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "CRUR: Coupled-Recurrent Unit for Unification, Conceptualization and Context Capture for Language Representation--A Generalization of Bi Directional LSTM." arXiv preprint arXiv:1911.10132 (2019). link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "Tpsgtr: Neural-symbolic tensor product scene-graph-triplet representation for image captioning." arXiv preprint arXiv:1911.10115 (2019). link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "GSIAR: gene-subcategory interaction-based improved deep representation learning for breast cancer subcategorical analysis using gene expression, applicable for precision medicine." Medical & Biological Engineering & Computing 57, no. 11 (2019): 2483-2515. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "Survey of deep learning and architectures for visual captioning—transitioning between media and natural languages." Multimedia Tools and Applications 78, no. 22 (2019): 32187-32237. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "DeepSeq: learning browsing log data based personalized security vulnerabilities and counter intelligent measures." Journal of Ambient Intelligence and Humanized Computing 10, no. 9 (2019): 3573-3602. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "Feature Fusion Effects of Tensor Product Representation on (De) Compositional Network for Caption Generation for Images." arXiv preprint arXiv:1812.06624 (2018). link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib. "Ensemble one-vs-all learning technique with emphatic & rehearsal training for phishing email classification using psychology." Journal of Experimental & Theoretical Artificial Intelligence 30, no. 6 (2018): 733-762. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link]

* Sur, Chiranjib, & Shukla, Anupam (2018). Discrete bacteria foraging optimization algorithm for graph based problems–a transition from continuous to discrete. Journal of Experimental & Theoretical Artificial Intelligence, 30(2), 345-365. Link

Conferences

Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sur, Chiranjib, Pei Liu, Yingjie Zhou, and Dapeng Wu. "Semantic Tensor Product for Image Captioning." In 2019 5th International Conference on Big Data Computing and Communications (BIGCOM), pp. 33-37. IEEE, 2019. link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sur, Chiranjib. "Feature Fusion Effects of Tensor Product Representation on (De) Compositional Network for Caption Generation for Images." arXiv preprint arXiv:1812.06624 (2018). link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Coalition Formation for Multi-Agent Coordination for Surveillance and Capture of Foreign Intruder using Bacteria Foraging Algorithm ", 3rd International Conference on Advances in Control and Optimization of Dynamical Systems (ACODS-2014) at IIT Kanpur, India, 12-14 March, 2014. (IFAC-Elsevier) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sanjeev Sharma, Chiranjib Sur, Anupam Shukla, Ritu Tiwari. "CBDF-Based Target Searching and Tracking Using Particle Swarm Optimization", 5th International Conference on Computational Vision & Robotics (ICCVR-2014) in Bhubaneswar, India, 9-10 August 2014. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sanjeev Sharma, Chiranjib Sur, Anupam Shukla, Ritu Tiwari. "Multi-robot Area Exploration Using Particle Swarm Optimization with the Help of CBDF-based Robot Scattering", 5th International Conference on Computational Vision & Robotics (ICCVR-2014) in Bhubaneswar, India, 9-10 August 2014. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sanjeev Sharma, Chiranjib Sur, Anupam Shukla, Ritu Tiwari. "CBDF Based Cooperative Multi Robot Target Searching and Tracking Using BA", International Conference on Computational Intelligence in Data Mining (ICCIDM-2014) in Burla, India, 20-21 December 2014. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Sanjeev Sharma, Chiranjib Sur, Anupam Shukla, Ritu Tiwari. "Multi Robot Path Planning for Known and Unknown Target using Bacteria Foraging Algorithm", 5th International Conference on Swarm, Evolutionary and Memetic Computing (SEMCCO - 2014), Bhubaneswar, Odisha, India, 18 - 20 December 2014. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Sanjeev Sharma, Anupam Shukla, "Analysis and Modeling Multi-Breeded Mean-Minded Ant Colony Optimization of Agent Based Road Vehicle Routing Management ", 7th International Conference for Internet Technology and Secured Transactions (ICITST-2012) in London, UK, December 2012. (IEEE) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Sanjeev Sharma, Anupam Shukla, "Egyptian Vulture Optimization Algorithm – A New Nature Inspired Meta-heuristics for Knapsack Problem", 9th International Conference on Computing and Information Technology (IC2IT 2013) in Bangkok, Thailand, 9-10 May 2013. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Sanjeev Sharma, Anupam Shukla, "Solving Travelling Salesman Problem Using Egyptian Vulture Optimization Algorithm - A New Approach", 20th International Conference Intelligent Information Systems (LP&IIS 2013) in Warsaw, Poland, 17 - 18 June 2013. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Sanjeev Sharma, Anupam Shukla, "Efficient Graph Based Discrete Domain Vehicle Routing with GA Based Hybrid Multi-Breeded Mean-Minded Ant Colony Optimization", Shaastrarth 2013 - International Conference On Eco Friendly Technologies in Computer Science & Engineering for Sustainable Growth in Bhilai (CG), India, 9-10 Feb 2013. Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Sanjeev Sharma, Anupam Shukla, "Multi-Objective Adaptive Intelligent Water Drops Algorithm for Optimization & Vehicle Guidance in Road Graph Network", 2nd International Conference on Informatics, Electronics & Vision (ICIEV 2013) in Dhaka, Bangladesh, 17-18 May 2013. (IEEE) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Discrete Bacteria Foraging Optimization Algorithm for Vehicle Distribution Optimization in Graph Based Road Network Management", Second International Symposium on Intelligent Informatics (ISI'13), 23 – 24 August 2013, Mysore, India. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Discrete Invasive Weed Optimization Algorithm for Graph Based Combinatorial Road Network Management Problem", 2013 International Symposium on Computational and Business Intelligence (ISCBI 2013), August 24-26, 2013, Delhi, India. (IEEE) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Dealing QAP & KSP with Green Heron Optimization Algorithm - A New Bio-Inspired Meta-heuristic", 2013 - 4th International Conference on Computing, Communication and Networking Technologies (ICCCNT 2013), 4-6 July 2013, Tiruchengode, Tamil Nadu, India. (IEEE) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Adaptive & Discrete Real Bat Algorithms for Route Search Optimization of Graph Based Road Network", International Conference on Machine Intelligence Research and Advancement, ICMIRA-2013, 21st -23rd Dec 2013, Katra, India. (IEEE) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Discrete Cuckoo Search Optimization Algorithm for Combinatorial Optimization of Vehicle Route in Graph Based Road Network", 3rd International Conference on Soft Computing for Problem Solving (SocProS - 2013), 26 - 28 December 2013, Greater Noida Extension Centre of IIT Roorkee, India. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "Road Traffic Management using Egyptian Vulture Optimization Algorithm - A New Graph Agent-Based Optimization Meta-Heuristic Algorithm", Fifth Workshop on Applications of Graph Theory in Wireless Ad hoc Networks and Sensor Networks (GRAPH-HOC - 2013), 27 - 29 December 2013, Chennai, India. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, "New Bio-Inspired Meta-heuristics - Green Herons Optimization Algorithm - for Optimization of Travelling Salesman Problem & Road Network", 4th International Conference on Swarm, Evolutionary and Memetic Computing (SEMCCO - 2013), 19 - 21 December 2013, SRM University, Chennai, Tamil Nadu, India. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Anupam Shukla, “Discrete Krill Herd Algorithm for Graph Based Road Network through Vehicle Load Distribution & Routing Optimization” - 10th International Conference on Distributed Computing and Internet Technologies (ICDCIT-2014), 6th - 9th February 2014, KIIT University, Bhubaneswar, India. (Springer) Link Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, "An Approach for Recognization of Speech Signal Through Neural Networks ", 2nd International Conference on Computer and Automation Engineering (ICCAE), Singapore, February 2010, Volume 1, Page - 215 - 217. Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, Ashis Kumar Mal, "An Approach for Transistor Implementation of Neural Networks and Its Various Prospects and Limitations", 2nd International Conference on Computer and Automation Engineering (ICCAE), Singapore, February 2010, Volume 4, Page - 13 - 17. Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, "A Block Cryptographic Method for Communication Network – its Prospects and Limitations", 2nd International Conference on Computer and Automation Engineering (ICCAE), Singapore, February 2010, Volume 5, Page - 532 - 534. Some Name
Chiranjib Sur
In Journal Name
[arXiv] [Link] * Chiranjib Sur, "Trilateral Filtering for Proper Edge Smoothening and Noise Reduction", DAE-BRNS (Department of Atomic Energy) Seminar on Applications of Computer & Embedded Technology (SACET), at Variable Energy Cyclotron Centre, Kolkata on October 28-29, 2009.


Workshops




Pre-prints

Some Name
Chiranjib Sur
Preprint. [pdf] [arXiv]


Patents