Shubham Gupta

Orcid: 0000-0002-4710-3686

According to our database1, Shubham Gupta authored at least 149 papers between 2009 and 2024.

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Bibliography

2024
Shrinkage estimation for square of location parameter of the exponential distribution with known coefficient of variation.
J. Comput. Appl. Math., February, 2024

Deep learning to quantify care manipulation activities in neonatal intensive care units.
npj Digit. Medicine, 2024

Fitness and historical success information-assisted binary particle swarm optimization for feature selection.
Knowl. Based Syst., 2024

State-transition-aware anomaly detection under concept drifts.
Data Knowl. Eng., 2024

Docling Technical Report.
CoRR, 2024

Statements: Universal Information Extraction from Tables with Large Language Models for ESG KPIs.
CoRR, 2024

Phoneme Discretized Saliency Maps for Explainable Detection of AI-Generated Voice.
CoRR, 2024

Discrete functional inequalities on lattice graphs.
CoRR, 2024

Robust Training of Temporal GNNs using Nearest Neighbours based Hard Negatives.
CoRR, 2024

Interactive Visualization of Time-Varying Flow Fields Using Particle Tracing Neural Networks.
Proceedings of the 17th IEEE Pacific Visualization Conference, 2024

EVDNET: Towards Explainable Multi Scale, Anchor Free Vehicle Detection Network in High Resolution Aerial Imagery.
Proceedings of the IGARSS 2024, 2024

Synergizing Vision and Language in Remote Sensing: A Multimodal Approach for Enhanced Disaster Classification in Emergency Response Systems.
Proceedings of the IGARSS 2024, 2024

CrisisKAN: Knowledge-Infused and Explainable Multimodal Attention Network for Crisis Event Classification.
Proceedings of the Advances in Information Retrieval, 2024

Robust Training of Temporal GNNs using Nearest Neighbour based Hard Negatives.
Proceedings of the 7th Joint International Conference on Data Science & Management of Data (11th ACM IKDD CODS and 29th COMAD), 2024

Dynamic HumTrans: Humming Transcription Using CNNs and Dynamic Programming.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2024

Clustering Items From Adaptively Collected Inconsistent Feedback.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2023
Interaction graph, topical communities, and efficient local event detection from social streams.
Expert Syst. Appl., December, 2023

Measuring Influence of Indices in DN Planning.
IEEE Syst. J., September, 2023

Diversity-enhanced modified sine cosine algorithm and its application in solving engineering design problems.
J. Comput. Sci., September, 2023

When Worse Is Better: Strategic Choice of Vendors with Differentiated Capabilities in a Complex Cocreation Environment.
Manag. Sci., May, 2023

A Novel Computational Model for Traction Performance Characterization of Footwear Outsoles with Horizontal Tread Channels.
Comput., February, 2023

ICT - a surviving tool for economy in the phase of social distancing: a systematic literature review.
Kybernetes, 2023

Multiple individual guided differential evolution with time varying and feedback information-based control parameters.
Knowl. Based Syst., 2023

Differential evolution-driven traffic light scheduling for vehicle-pedestrian mixed-flow networks.
Knowl. Based Syst., 2023

Deep reinforcement learning-based routing and resource assignment in quantum key distribution-secured optical networks.
IET Quantum Commun., 2023

Multiple Elite Individual Guided Piecewise Search-Based Differential Evolution.
IEEE CAA J. Autom. Sinica, 2023

SO-NeRF: Active View Planning for NeRF using Surrogate Objectives.
CoRR, 2023

GSHOT: Few-shot Generative Modeling of Labeled Graphs.
CoRR, 2023

IR Models and the COVID-19 Pandemic: A Comparative Study of Performance and Challenges.
CoRR, 2023

Computational Investigation of Dental Implant Restoration Using Platform-Switched and -Matched Configurations.
Comput., 2023

An Ontology and Rule-Based Clinical Decision Support System for Personalized Nutrition Recommendations in the Neonatal Intensive Care Unit.
IEEE Access, 2023


Far3Det: Towards Far-Field 3D Detection.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Generative Modeling of Labeled Graphs Under Data Scarcity.
Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

Block-Privacy: Privacy Preserving Smart Healthcare Framework: Leveraging Blockchain and Functional Encryption.
Proceedings of the Internet of Things. Advances in Information and Communication Technology, 2023

GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets.
Proceedings of the International Conference on Machine Learning, 2023

FakEDAMR: Fake News Detection Using Abstract Meaning Representation Network.
Proceedings of the Complex Networks & Their Applications XII, 2023

2022
SEAI: Secrecy and Efficiency Aware Inter-gNB Handover Authentication and Key Agreement Protocol in 5G Communication Network.
Wirel. Pers. Commun., 2022

Design of Machine-Learning Classifier for Stock Market Prediction.
SN Comput. Sci., 2022

An efficient differential evolution with fitness-based dynamic mutation strategy and control parameters.
Knowl. Based Syst., 2022

Symmetry-free algorithm for spectrum allocation: parallel implementations and evaluation.
JOCN, 2022

Evaluation of Barriers in the Adoption of E-Commerce Technology in SMEs: A Fuzzy DEMATEL Approach.
J. Electron. Commer. Organ., 2022

Enhanced harmony search algorithm with non-linear control parameters for global optimization and engineering design problems.
Eng. Comput., 2022

Enhanced sine cosine algorithm with crossover: A comparative study and empirical analysis.
Expert Syst. Appl., 2022

Shrinkage estimator for scale parameter of gamma distribution.
Commun. Stat. Simul. Comput., 2022

WSSL: Weighted Self-supervised Learning Framework For Image-inpainting.
CoRR, 2022

Reinforcement Learning for ConnectX.
CoRR, 2022

A Survey on Temporal Graph Representation Learning and Generative Modeling.
CoRR, 2022

On consistency of constrained spectral clustering under representation-aware stochastic block model.
CoRR, 2022

Urban traffic light scheduling for pedestrian-vehicle mixed-flow networks using discrete sine-cosine algorithm and its variants.
Appl. Soft Comput., 2022

Diversified sine-cosine algorithm based on differential evolution for multidimensional knapsack problem.
Appl. Soft Comput., 2022

Incorporating Linguistic Knowledge for Abstractive Multi-document Summarization.
Proceedings of the 36th Pacific Asia Conference on Language, Information and Computation, 2022

Consistency of Constrained Spectral Clustering under Graph Induced Fair Planted Partitions.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Differentiable Rule Induction with Learned Relational Features.
Proceedings of the 16th International Workshop on Neural-Symbolic Learning and Reasoning as part of the 2nd International Joint Conference on Learning & Reasoning (IJCLR 2022), 2022

Optimal and Efficient Dynamic Regret Algorithms for Non-Stationary Dueling Bandits.
Proceedings of the International Conference on Machine Learning, 2022

Parameterized First Fit (PFF): Eliminating Symmetry in Spectrum Allocation.
Proceedings of the IEEE Global Communications Conference, 2022

Experimental Evaluation of a Symmetry-Free Parallel Algorithm for Spectrum Allocation.
Proceedings of the IEEE Global Communications Conference, 2022

Analysis and Application of Multispectral Data for Water Segmentation Using Machine Learning.
Proceedings of the Computer Vision and Machine Intelligence, 2022

TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
Multilayered convolutional neural network-based auto-CODEC for audio signal denoising using mel-frequency cepstral coefficients.
Neural Comput. Appl., 2021

Audio signal quality enhancement using multi-layered convolutional neural network based auto encoder-decoder.
Int. J. Speech Technol., 2021

ISAG: IoT-enabled and Secrecy Aware Group-based handover scheme for e-health services in M2M communication network.
Future Gener. Comput. Syst., 2021

Sine cosine grey wolf optimizer to solve engineering design problems.
Eng. Comput., 2021

Harmonized salp chain-built optimization.
Eng. Comput., 2021

Comparison of metaheuristic optimization algorithms for solving constrained mechanical design optimization problems.
Expert Syst. Appl., 2021

CoviHawkes: Temporal Point Process and Deep Learning based Covid-19 forecasting for India.
CoRR, 2021

Protecting Individual Interests across Clusters: Spectral Clustering with Guarantees.
CoRR, 2021

End-to-End Attention-based Image Captioning.
CoRR, 2021

Pure Exploration with Structured Preference Feedback.
CoRR, 2021

Equipping SBMs with RBMs: an interpretable approach for analysis of networks with covariates.
J. Complex Networks, 2021

Active² Learning: Actively reducing redundancies in Active Learning methods for Sequence Tagging and Machine Translation.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

A New Novel Approach for Optimal Capacitor Placement in Radial Distribution Networks using Data Envelopment Analysis.
Proceedings of the IECON 2021, 2021

To Discount or Not to Discount: A Game-Theoretic Analysis of the Pricing and Survival Dilemma in Luxury E-commerce.
Proceedings of the 42nd International Conference on Information Systems, 2021

One to Rule Them All: Towards Joint Indic Language Hate Speech Detection.
Proceedings of the Working Notes of FIRE 2021, 2021

Neural Latent Space Model for Dynamic Networks and Temporal Knowledge Graphs.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Hybrid sine cosine artificial bee colony algorithm for global optimization and image segmentation.
Neural Comput. Appl., 2020

Automated detection of Glaucoma using deep learning convolution network (G-net).
Multim. Tools Appl., 2020

Enhanced leadership-inspired grey wolf optimizer for global optimization problems.
Eng. Comput., 2020

An aggregative learning gravitational search algorithm with self-adaptive gravitational constants.
Expert Syst. Appl., 2020

A modified Sine Cosine Algorithm with novel transition parameter and mutation operator for global optimization.
Expert Syst. Appl., 2020

Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis.
Expert Syst. Appl., 2020

A memory guided sine cosine algorithm for global optimization.
Eng. Appl. Artif. Intell., 2020

WorkerRep: Immutable Reputation System For Crowdsourcing Platform Based on Blockchain.
CoRR, 2020

An efficient equilibrium optimizer with mutation strategy for numerical optimization.
Appl. Soft Comput., 2020

A memory-based Grey Wolf Optimizer for global optimization tasks.
Appl. Soft Comput., 2020

A novel hybrid sine cosine algorithm for global optimization and its application to train multilayer perceptrons.
Appl. Intell., 2020

AI Improving the Lives of Physically Disabled.
Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020), 2020

Investigation of biases in identity linkage DataSets.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

A Large-Scale Deep Architecture for Personalized Grocery Basket Recommendations.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Optimizing Creative Allocations in Digital Marketing.
Proceedings of the Advances in Computing and Data Sciences - 4th International Conference, 2020

Digital Marketing Effectiveness Using Incrementality.
Proceedings of the Advances in Computing and Data Sciences - 4th International Conference, 2020

A Real-Time Whole Page Personalization Framework for E-Commerce.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

A Hybrid Machine Learning Framework of Gradient Boosting Decision Tree and Sequence Model for Predicting Escalation in Customer Support.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Networked Multi-Agent Reinforcement Learning with Emergent Communication.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Winning an Election: On Emergent Strategic Communication in Multi-Agent Networks.
Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

PPSE: Privacy Preservation and Security Efficient AKA Protocol for 5G Communication Networks.
Proceedings of the 14th IEEE International Conference on Advanced Networks and Telecommunications Systems, 2020

2019
A novel Random Walk Grey Wolf Optimizer.
Swarm Evol. Comput., 2019

PSE-AKA: Performance and security enhanced authentication key agreement protocol for IoT enabled LTE/LTE-A networks.
Peer-to-Peer Netw. Appl., 2019

PSEH: A provably secure and efficient handover AKA protocol in LTE/LTE-A network.
Peer-to-Peer Netw. Appl., 2019

Improved sine cosine algorithm with crossover scheme for global optimization.
Knowl. Based Syst., 2019

An opposition-based chaotic Grey Wolf Optimizer for global optimisation tasks.
J. Exp. Theor. Artif. Intell., 2019

SRGH: A secure and robust group-based handover AKA protocol for MTC in LTE-A networks.
Int. J. Commun. Syst., 2019

A hybrid self-adaptive sine cosine algorithm with opposition based learning.
Expert Syst. Appl., 2019

A Statistical Model for Dynamic Networks with Neural Variational Inference.
CoRR, 2019

Restricted Boltzmann Stochastic Block Model: A Generative Model for Networks with Attributes.
CoRR, 2019

Active Learning with Siamese Twins for Sequence Tagging.
CoRR, 2019

On Voting Strategies and Emergent Communication.
CoRR, 2019

Green supplier selection using multi-criterion decision making under fuzzy environment: A case study in automotive industry.
Comput. Ind. Eng., 2019

Neo-Bedside Monitoring Device for Integrated Neonatal Intensive Care Unit (iNICU).
IEEE Access, 2019

DHOOM: Reusing Design-for-Debug Hardware for Online Monitoring.
Proceedings of the 56th Annual Design Automation Conference 2019, 2019

A Generative Model for Dynamic Networks with Applications.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Deep Learning in Rectified Gaussian Nets.
PhD thesis, 2018

A Proxy Signature Based Efficient and Robust Handover AKA Protocol for LTE/LTE-A Networks.
Wirel. Pers. Commun., 2018

DGBES: Dynamic Group Based Efficient and Secure Authentication and Key Agreement Protocol for MTC in LTE/LTE-A Networks.
Wirel. Pers. Commun., 2018

Cauchy Grey Wolf Optimiser for continuous optimisation problems.
J. Exp. Theor. Artif. Intell., 2018

Evolving Latent Space Model for Dynamic Networks.
CoRR, 2018

Random walk grey wolf optimizer for constrained engineering optimization problems.
Comput. Intell., 2018

SEGB: Security Enhanced Group Based AKA Protocol for M2M Communication in an IoT Enabled LTE/LTE-A Network.
IEEE Access, 2018

Reliability-Redundancy Allocation Using Random Walk Gray Wolf Optimizer.
Proceedings of the Soft Computing for Problem Solving, 2018

SEACE: Security enhanced and computationally efficient AKA protocol for UMTS networks.
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

An efficient handover AKA protocol for wireless network using Chameleon Hash function.
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Modeling Topical Information Diffusion over Microblog Networks.
Proceedings of the Complex Networks and Their Applications VII, 2018

2017
Hybrid Grey Wolf Optimizer with Mutation Operator.
Proceedings of the Soft Computing for Problem Solving, 2017

Improved Grey Wolf Optimizer Based on Opposition-Based Learning.
Proceedings of the Soft Computing for Problem Solving, 2017

Attentive Recurrent Comparators.
Proceedings of the 34th International Conference on Machine Learning, 2017

InfyNLP at SMM4H Task 2: Stacked Ensemble of Shallow Convolutional Neural Networks for Identifying Personal Medication Intake from Twitter.
Proceedings of the 2nd Social Media Mining for Health Research and Applications Workshop co-located with the American Medical Informatics Association Annual Symposium (AMIA 2017), 2017

2016
Fairness and Collaboration in Network Air Traffic Flow Management: An Optimization Approach.
Transp. Sci., 2016

Enhancement of latent fingerprints on banknotes using monogenic wavelets.
Proceedings of the 2016 International Conference on Signal Processing and Communications (SPCOM), 2016

2014
Publishing the Data of the Smithsonian American Art Museum to the Linked Data Cloud.
Int. J. Humanit. Arts Comput., 2014

Dynamic resource allocation: A flexible and tractable modeling framework.
Eur. J. Oper. Res., 2014

Approximation algorithms for Capacitated Facility Location Problem with Penalties.
CoRR, 2014

Stemming the Flow of Information in a Social Network.
Proceedings of the Social Informatics, 2014

Toward Meta-level Control of Autonomous Agents.
Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014

2013
A 3-approximation algorithm for the facility location problem with uniform capacities.
Math. Program., 2013

CPU and/or GPU: Revisiting the GPU Vs. CPU Myth
CoRR, 2013

Publishing Data from the Smithsonian American Art Museum as Linked Open Data.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Emotion recognition using facial and audio features.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Kitchen activity recognition based on scene context.
Proceedings of the IEEE International Conference on Image Processing, 2013


Frequency scanning study of sub-synchronous resonance in power systems.
Proceedings of the 26th IEEE Canadian Conference on Electrical and Computer Engineering CCECE 2013, 2013

2012
Semi-automatically Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: Research and Applications, 2012

Karma: A System for Mapping Structured Sources into the Semantic Web.
Proceedings of the Semantic Web: ESWC 2012 Satellite Events, 2012

2011
Interactively Mapping Data Sources into the Semantic Web.
Proceedings of the First International Workshop on Linked Science 2011, 2011

Mind Your Metadata: Exploiting Semantics for Configuration, Adaptation, and Provenance in Scientific Workflows.
Proceedings of the Semantic Web - ISWC 2011, 2011

Exploiting semantics of web services for geospatial data fusion.
Proceedings of the 2011 International Workshop on Spatial Semantics and Ontologies, 2011

2010
Building geospatial mashups to visualize information for crisis management.
Proceedings of the 7th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2010

A 3-Approximation for Facility Location with Uniform Capacities.
Proceedings of the Integer Programming and Combinatorial Optimization, 2010

Practical Time Bundle Adjustment for 3D Reconstruction on the GPU.
Proceedings of the Trends and Topics in Computer Vision, 2010

2009
Reliability-Based Optimization Using Evolutionary Algorithms.
IEEE Trans. Evol. Comput., 2009


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