Aditya Gupta

Orcid: 0009-0007-5242-1092

According to our database1, Aditya Gupta authored at least 88 papers between 2005 and 2024.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2001, "For contributions to the advancement of microwave monolithic integrated circuit technology and leadership in the development of manufacturable processes.".

Timeline

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Bibliography

2024
Transfer learning-enabled skin disease classification: the case of monkeypox detection.
Multim. Tools Appl., October, 2024

Sine cosine algorithm-based feature selection for improved machine learning models in polycystic ovary syndrome diagnosis.
Multim. Tools Appl., September, 2024

Bi-objective reliability based optimization: an application to investment analysis.
Ann. Oper. Res., February, 2024

A transfer learning-based brain tumor classification using magnetic resonance images.
Multim. Tools Appl., 2024

FC-CACPHS: fog-cloud assisted context-aware framework for cyber-physical healthcare system.
Int. J. Ad Hoc Ubiquitous Comput., 2024

EIoU-distance loss: an automated team-wise player detection and tracking with jersey colour recognition in soccer.
Connect. Sci., 2024

Deep Learning Frontiers in 3D Object Detection: A Comprehensive Review for Autonomous Driving.
IEEE Access, 2024

Innovative Insights: A Review of Deep Learning Methods for Enhanced Video Compression.
IEEE Access, 2024

Ultra-Low Power 60 GHz Class-C Frequency Tripler in 22-nm FDSOI CMOS Technology.
Proceedings of the 15th IEEE Latin America Symposium on Circuits and Systems, 2024

Garbage Collection for Mostly Serialized Heaps.
Proceedings of the 2024 ACM SIGPLAN International Symposium on Memory Management, 2024

Towards Robust Road Quality Detection Using Different Detection Models.
Proceedings of the Artificial Intelligence Applications and Innovations, 2024

A Vision Transformer Based Indoor Localization Using CSI Signals in IoT Networks.
Proceedings of the Advanced Information Networking and Applications, 2024

Traffic Light Detection for Self-Driving Cars using the YOLOv8 architecture.
Proceedings of the Cognitive Models and Artificial Intelligence Conference, 2024

2023
HDIEA: high dimensional color image encryption architecture using five-dimensional Gauss-logistic and Lorenz system.
Connect. Sci., December, 2023

FCMCPS-COVID: AI propelled fog-cloud inspired scalable medical cyber-physical system, specific to coronavirus disease.
Internet Things, October, 2023

On the Value of Chess Squares.
Entropy, October, 2023

Blockchain-enabled healthcare monitoring system for early Monkeypox detection.
J. Supercomput., September, 2023

EDL-NSGA-II: Ensemble deep learning framework with NSGA-II feature selection for heart disease prediction.
Expert Syst. J. Knowl. Eng., August, 2023

Healthcare 4.0: recent advancements and futuristic research directions.
Wirel. Pers. Commun., March, 2023

Biceph-Net: A Robust and Lightweight Framework for the Diagnosis of Alzheimer's Disease Using 2D-MRI Scans and Deep Similarity Learning.
IEEE J. Biomed. Health Informatics, March, 2023

A Comprehensive Survey on Cyber-Physical Systems Towards Healthcare 4.0.
SN Comput. Sci., March, 2023

Prediction Framework on Early Urine Infection in IoT-Fog Environment Using XGBoost Ensemble Model.
Wirel. Pers. Commun., 2023

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
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Trans. Mach. Learn. Res., 2023

Agri-GNN: A Novel Genotypic-Topological Graph Neural Network Framework Built on GraphSAGE for Optimized Yield Prediction.
CoRR, 2023

AutoMix: Automatically Mixing Language Models.
CoRR, 2023

How FaR Are Large Language Models From Agents with Theory-of-Mind?
CoRR, 2023

The Growth of E-Bike Use: A Machine Learning Approach.
CoRR, 2023

Inter Subject Emotion Recognition Using Spatio-Temporal Features From EEG Signal.
CoRR, 2023

PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs.
CoRR, 2023

Surface Electromyography and Artificial Intelligence for Human Activity Recognition - A Systematic Review on Methods, Emerging Trends Applications, Challenges, and Future Implementation.
IEEE Access, 2023

IoT-Based Multi-Dimensional Chaos Mapping System for Secure and Fast Transmission of Visual Data in Smart Cities.
IEEE Access, 2023

Can Sequence-to-Sequence Transformers Naturally Understand Sequential Instructions?
Proceedings of the The 12th Joint Conference on Lexical and Computational Semantics, 2023

PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Efficient Encoders for Streaming Sequence Tagging.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

SmartHART: A Priority-aware Scheduling and Routing Scheme for IIoT Networks using Deep Reinforcement Learning.
Proceedings of the 15th International Conference on COMmunication Systems & NETworkS, 2023

2022
An Intelligent Healthcare Cyber Physical Framework for Encephalitis Diagnosis Based on Information Fusion and Soft-Computing Techniques.
New Gener. Comput., 2022

Stacking Ensemble-Based Intelligent Machine Learning Model for Predicting Post-COVID-19 Complications.
New Gener. Comput., 2022

A multi-modal personality prediction system.
Knowl. Based Syst., 2022

Cybertwin-driven resource allocation using deep reinforcement learning in 6G-enabled edge environment.
J. King Saud Univ. Comput. Inf. Sci., 2022

Discovering Intrinsic Reward with Contrastive Random Walk.
CoRR, 2022

NSGA-II-XGB: Meta-heuristic feature selection with XGBoost framework for diabetes prediction.
Concurr. Comput. Pract. Exp., 2022

Energy-aware systems for real-time job scheduling in cloud data centers: A deep reinforcement learning approach.
Comput. Electr. Eng., 2022

Emotion Recognition in VAD Space During Emotional Events Using CNN-GRU Hybrid Model on EEG Signals.
Proceedings of the Intelligent Human Computer Interaction, 2022

Cryptocurrency as a Hedging Alternative- DCC GARCH Model Analysis using R Programming.
Proceedings of the 5th International Conference on Contemporary Computing and Informatics, 2022

An Accurate Convolutional Neural Networks Approach to Wound Detection for Farmed Salmon.
Proceedings of the Engineering Applications of Neural Networks, 2022

Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

TableFormer: Robust Transformer Modeling for Table-Text Encoding.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
Sleep Pattern Study with Respect to Binaural Beats Using Sensors and Mobile Application.
Wirel. Pers. Commun., 2021

Max-Min Fairness for Wireless-Powered Spatially Correlated Massive MIMO Multi-way Relaying.
Proceedings of the ICC 2021, 2021

A New Harris Hawk Whale Optimization Algorithm for Enhancing Neural Networks.
Proceedings of the IC3 2021: Thirteenth International Conference on Contemporary Computing, Noida, India, August 5, 2021

TIMEDIAL: Temporal Commonsense Reasoning in Dialog.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
The Leaky Pipeline in Physics Publishing.
CoRR, 2020

A Multi-modal Personality Prediction System.
Proceedings of the 17th International Conference on Natural Language Processing, 2020

2019
Demand prediction for e-commerce advertisements: A comparative study using state-of-the-art machine learning methods.
Proceedings of the 10th International Conference on Computing, 2019

Sentiment Analysis Using Support Vector Machine.
Proceedings of the International Conference on contemporary Computing and Informatics, 2019

Effective Use of Transformer Networks for Entity Tracking.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Tracking Discrete and Continuous Entity State for Process Understanding.
Proceedings of the Third Workshop on Structured Prediction for NLP@NAACL-HLT 2019, 2019

2018
Analysis of Data Generated From Multidimensional Type-1 and Type-2 Fuzzy Membership Functions.
IEEE Trans. Fuzzy Syst., 2018

Uncertain fuzzy self-organization based clustering: interval type-2 fuzzy approach to adaptive resonance theory.
Inf. Sci., 2018

2017
A Geometry Deformation Model for Braided Continuum Manipulators.
Frontiers Robotics AI, 2017

A new robustness optimization methodology for MEMS-IC systems.
Proceedings of the 14th International Conference on Synthesis, 2017

Principal component analysis approach in selecting type-1 and type-2 fuzzy membership functions for high-dimensional data.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017

2016
Introduction of seasonality concept in PSF algorithm to improve univariate time series predictions.
PeerJ Prepr., 2016

Verifying the value and veracity of extreme gradient boosted decision trees on a variety of datasets.
Proceedings of the 11th International Conference on Industrial and Information Systems, 2016

Novel approach for incremental learning using ensemble of SVMs with particle swarm optimization.
Proceedings of the 11th International Conference on Industrial and Information Systems, 2016

2015
Modeling and Analysis of Walking Pattern for a Biped Robot.
CoRR, 2015

2014
Parametric regression scheme for distributions: Analysis of DTI fiber tract diffusion changes in early brain development.
Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Performance enhancement of electronic differential in electric vehicles using a novel wavelet controller.
Proceedings of the IEEE International Conference on Vehicular Electronics and Safety, 2014

2013
Diffusion imaging quality control via entropy of principal direction distribution.
NeuroImage, 2013

UNC-Utah NA-MIC framework for DTI fiber tract analysis.
Frontiers Neuroinformatics, 2013

UNC-Utah NA-MIC DTI framework: atlas based fiber tract analysis with application to a study of nicotine smoking addiction.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Fiber feature map based landmark initialization for highly deformable DTI registration.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

Spatiotemporal modeling of distribution-valued data applied to DTI tract evolution in infant neurodevelopment.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Extracting anomalies from time sequences derived from nuclear power plant data by using fixed width clustering algorithm.
Proceedings of the International Conference on Advances in Computing, 2013

2012
3D Tensor Normalization for Improved Accuracy in DTI Tensor Registration Methods.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Multi-contrast diffusion tensor image registration with structural MRI.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Entropy based DTI quality control via regional orientation distribution.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
DTI registration in atlas based fiber analysis of infantile Krabbe disease.
NeuroImage, 2011

Least squares approximation and polyphase decomposition for pipelining recursive filters.
Proceedings of the IEEE International Conference on Acoustics, 2011

2010
Segmentation of the Infarct and Peri-infarct Zones in Cardiac MR Images.
Proceedings of the Medical Imaging and Augmented Reality - 5th International Workshop, 2010

2008
Wireless Sensor Networks (WSNs): Routing.
Encyclopedia of Wireless and Mobile Communications, 2008

Wireless Sensor Networks (WSNs): Characteristics and Types of Sensors.
Encyclopedia of Wireless and Mobile Communications, 2008

Mobile Sensor Networks.
Encyclopedia of Wireless and Mobile Communications, 2008

Simulation of Elevated T-Waves of an ECG Inside a Static Magnetic Field (MRI).
IEEE Trans. Biomed. Eng., 2008

2007
Mobile web: web manipulation for small displays using multi-level hierarchy page segmentation.
Proceedings of the 4th International Conference on Mobile Technology, 2007

Web Manipulation: Multi-Level Hierarchy Page Segmentation for Efficient Mobile Web Access.
Proceedings of the 2007 International Conference on Internet Computing, 2007

2005
Sensor Systems: State of the Art and Future Challenges.
Proceedings of the Handbook on Theoretical and Algorithmic Aspects of Sensor, 2005


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