Gaurav Gupta

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Correction: The BCPM method: decoding breast cancer with machine learning.
BMC Medical Imaging, December, 2024

The BCPM method: decoding breast cancer with machine learning.
BMC Medical Imaging, December, 2024

Development of fading channel patch based convolutional neural network models for customer churn prediction.
Int. J. Syst. Assur. Eng. Manag., January, 2024

An efficient method for node ranking in complex networks by hybrid neighbourhood coreness.
Computing, January, 2024

Towards a Security Framework for Artifact-centric Workflows Leveraging Runtime Enforcement.
J. Object Technol., 2024

Base and Exponent Prediction in Mathematical Expressions using Multi-Output CNN.
CoRR, 2024

Comparing and Contrasting Deep Learning Weather Prediction Backbones on Navier-Stokes and Atmospheric Dynamics.
CoRR, 2024

IDentity with Locality: An ideal hash for gene sequence search.
CoRR, 2024

HLAT: High-quality Large Language Model Pre-trained on AWS Trainium.
CoRR, 2024

Reasoning and Planning with Large Language Models in Code Development.
Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Collage: Light-Weight Low-Precision Strategy for LLM Training.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Using Uncertainty Quantification to Characterize and Improve Out-of-Domain Learning for PDEs.
Proceedings of the Forty-first International Conference on Machine Learning, 2024

Neuro-Inspired Information-Theoretic Hierarchical Perception for Multimodal Learning.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Fruit type classification using deep learning and feature fusion.
Comput. Electron. Agric., August, 2023

CAPS: A Practical Partition Index for Filtered Similarity Search.
CoRR, 2023

Fractional dynamics foster deep learning of COPD stage prediction.
CoRR, 2023

Coupled Multiwavelet Neural Operator Learning for Coupled Partial Differential Equations.
CoRR, 2023

Analysis of Document Security Features.
Proceedings of the Advances in Digital Forensics XIX, 2023

Theoretical Guarantees of Learning Ensembling Strategies with Applications to Time Series Forecasting.
Proceedings of the International Conference on Machine Learning, 2023

Learning Physical Models that Can Respect Conservation Laws.
Proceedings of the International Conference on Machine Learning, 2023

Coupled Multiwavelet Operator Learning for Coupled Differential Equations.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Guiding continuous operator learning through Physics-based boundary constraints.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Study of Chatbot In Customer Service at Banking.
Proceedings of the 6th International Conference on Contemporary Computing and Informatics, 2023

A secure mobile application for speech to text conversion using artificial intelligence techniques.
Proceedings of the Joint Proceedings of the Workshop on Intelligent Systems (WINS 2023) and the Workshop on Computer Vision and Machine Learning for Healthcare (CVMLH 2023) Co-located with CODD 100 - 7th International Conference on Computing Sciences (ICCS 2023), Hybrid Event, Chennai, India, May 20, 2023

Near Neighbor Search for Constraint Queries.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
Performance Evaluation of Various Classification Techniques for Customer Churn Prediction in E-commerce.
Microprocess. Microsystems, October, 2022

$\text {BC}_{\mathrm {DCN}}$: a new edge centrality measure to identify and rank critical edges pertaining to SIR diffusion in complex networks.
Soc. Netw. Anal. Min., 2022

Fruit recognition from images using deep learning applications.
Multim. Tools Appl., 2022

A holistic overview of deep learning approach in medical imaging.
Multim. Syst., 2022

Effects of interacting with facial expressions and controllers in different virtual environments on presence, usability, affect, and neurophysiological signals.
Int. J. Hum. Comput. Stud., 2022

First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting.
CoRR, 2022

Prediction of Binder Content in Glass Fiber Reinforced Asphalt Mix Using Machine Learning Techniques.
IEEE Access, 2022

Embracing Change from Shadow IT to Collaborative IT Models.
Proceedings of the Transfer, Diffusion and Adoption of Next-Generation Digital Technologies, 2022

Automated Surgical Procedure Assistance Framework Using Deep Learning and Formal Runtime Monitoring.
Proceedings of the Runtime Verification - 22nd International Conference, 2022

BLISS: A Billion scale Index using Iterative Re-partitioning.
Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

Secure Distributed/Federated Learning: Prediction-Privacy Trade-Off for Multi-Agent System.
Proceedings of the IEEE International Symposium on Information Theory, 2022

Identifying the Leak Sources of Hard Copy Documents.
Proceedings of the Advances in Digital Forensics XVIII, 2022

Non-Linear Operator Approximations for Initial Value Problems.
Proceedings of the Tenth International Conference on Learning Representations, 2022

A Conceptual and Bibliometric Study to Understand Marketing in Metaverse: A new Paradigm.
Proceedings of the 5th International Conference on Contemporary Computing and Informatics, 2022

2021
Prediction of Alzheimer associated proteins (PAAP): a perspective to understand Alzheimer disease for therapeutic design.
Int. J. Bioinform. Res. Appl., 2021

IRLI: Iterative Re-partitioning for Learning to Index.
CoRR, 2021

VISTA: A teaching aid to enhance contextual teaching.
Comput. Appl. Eng. Educ., 2021

Fast Processing and Querying of 170TB of Genomics Data via a Repeated And Merged BloOm Filter (RAMBO).
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Multiwavelet-based Operator Learning for Differential Equations.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Security and Privacy Issues Related to Quick Response Codes.
Proceedings of the Advances in Digital Forensics XVII, 2021

Indian Currency Database for Forensic Research.
Proceedings of the Advances in Digital Forensics XVII, 2021

Non-Markovian Reinforcement Learning using Fractional Dynamics.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Optimised Transformation Algorithm For Hadoop Data Loading in Web ETL Framework.
EAI Endorsed Trans. Scalable Inf. Syst., 2020

Passive classification of source printer using text-line-level geometric distortion signatures from scanned images of printed documents.
Multim. Tools Appl., 2020

DAVI: Deep learning-based tool for alignment and single nucleotide variant identification.
Mach. Learn. Sci. Technol., 2020

QuickDedup: Efficient VM deduplication in cloud computing environments.
J. Parallel Distributed Comput., 2020

Identifying Arguments of Space-Time Fractional Diffusion: Data-Driven Approach.
Frontiers Appl. Math. Stat., 2020

STORM: Foundations of End-to-End Empirical Risk Minimization on the Edge.
CoRR, 2020

Multiple Machine Learning Models for Detection of Alzheimer's Disease Using OASIS Dataset.
Proceedings of the Re-imagining Diffusion and Adoption of Information Technology and Systems: A Continuing Conversation, 2020

Target Identity Attacks on Facial Recognition Systems.
Proceedings of the Advances in Digital Forensics XVI, 2020

Resident Data Pattern Analysis Using Sector Clustering for Storage Drive Forensics.
Proceedings of the Advances in Digital Forensics XVI, 2020

W: Ti Intraneural Flexible Electrode for Acute Peripheral Nerve Stimulation Studies.
Proceedings of the 27th IEEE International Conference on Electronics, Circuits and Systems, 2020

Discovering Laws from Observations: A Data-Driven Approach.
Proceedings of the Dynamic Data Driven Applications Systems, 2020

New Vision for 5G Backbone Network Architecture.
Proceedings of the 3rd IEEE 5G World Forum, 2020

2019
ANT_FDCSM: A novel fuzzy rule miner derived from ant colony meta-heuristic for diagnosis of diabetic patients.
J. Intell. Fuzzy Syst., 2019

DF 2.0: An Automated, Privacy Preserving, and Efficient Digital Forensic Framework That Leverages Machine Learning for Evidence Prediction and Privacy Evaluation.
J. Digit. Forensics Secur. Law, 2019

RAMBO: Repeated And Merged Bloom Filter for Multiple Set Membership Testing (MSMT) in Sub-linear time.
CoRR, 2019

Learning in Confusion: Batch Active Learning with Noisy Oracle.
CoRR, 2019

Analyzing Windows Subsystem for Linux Metadata to Detect Timestamp Forgery.
Proceedings of the Advances in Digital Forensics XV, 2019

Quick Response Encoding of Human Facial Images for Identity Fraud Detection.
Proceedings of the Advances in Digital Forensics XV, 2019

Data-driven perception of neuron point process with unknown unknowns.
Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

High Dynamic Range Imaging with Multiexposure Image fusion: A Variational Frame work.
Proceedings of the 4th International Conference on Big Data and Computing, 2019

Watch360: A Device to Enable and Detect Tilt, Translation and Rotation of a Watch Bezel.
Proceedings of the 16th IEEE Annual Consumer Communications & Networking Conference, 2019

Learning Latent Fractional dynamics with Unknown Unknowns.
Proceedings of the 2019 American Control Conference, 2019

2018
Trajectory generation and step planning of a 12 DoF biped robot on uneven surface.
Robotica, 2018

Approximate Submodular Functions and Performance Guarantees.
CoRR, 2018

Resource-Based View of Information Systems: Sustainable and Transient Competitive Advantage Perspectives.
Australas. J. Inf. Syst., 2018

A Prioritized Routing Assistant for Flow of Traffic.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Anonymizing k Facial Attributes via Adversarial Perturbations.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Detecting Data Leakage from Hard Copy Documents.
Proceedings of the Advances in Digital Forensics XIV, 2018

Re-thinking EEG-based non-invasive brain interfaces: modeling and analysis.
Proceedings of the 9th ACM/IEEE International Conference on Cyber-Physical Systems, 2018

Dealing with Unknown Unknowns: Identification and Selection of Minimal Sensing for Fractional Dynamics with Unknown Inputs.
Proceedings of the 2018 Annual American Control Conference, 2018

2017
Robust Hand Gestural Interaction for Smartphone Based AR/VR Applications.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Source Classification Using Document Images from Smartphones and Flatbed Scanners.
Proceedings of the Computer Vision, Pattern Recognition, Image Processing, and Graphics, 2017

Detecting Fraudulent Bank Checks.
Proceedings of the Advances in Digital Forensics XIII - 13th IFIP WG 11.9 International Conference, Orlando, FL, USA, January 30, 2017

Information Extraction from Hand-Marked Industrial Inspection Sheets.
Proceedings of the 7th International Workshop on Camera-Based Document Analysis and Recognition, 2017

Siamese Networks for Chromosome Classification.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Distributed placement of power generation resources in uncertain environments.
Proceedings of the 8th International Conference on Cyber-Physical Systems, 2017

2016
Segmentation of retail customers based on cluster analysis in building successful CRM.
Int. J. Bus. Inf. Syst., 2016

uBeacon: Configuration based Beacon tracking.
Proceedings of the 2016 IEEE International Conference on Pervasive Computing and Communication Workshops, 2016

Effect of human behavior on traffic patterns during an emergency.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

An AR Inspection Framework: Feasibility Study with Multiple AR Devices.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

InspectAR: An Augmented Reality Inspection Framework for Industry.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

Indoor Localisation and Navigation on Augmented Reality Devices.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

Data Privacy Perceptions About Digital Forensic Investigations in India.
Proceedings of the Advances in Digital Forensics XII, 2016

Secure File Deletion for Solid State Drives.
Proceedings of the Advances in Digital Forensics XII, 2016

Forensic Authentication of Bank Checks.
Proceedings of the Advances in Digital Forensics XII, 2016

Analyzing Mobile Device Ads to Identify Users.
Proceedings of the Advances in Digital Forensics XII, 2016

2015
A Tool for Extracting Static and Volatile Forensic Artifacts of Windows 8.x Apps.
Proceedings of the Advances in Digital Forensics XI, 2015

Forensic-Ready Secure iOS Apps for Jailbroken iPhones.
Proceedings of the Advances in Digital Forensics XI, 2015

An efficient DCT based image watermarking scheme for protecting distribution rights.
Proceedings of the Eighth International Conference on Contemporary Computing, 2015

2014
User Selection in MIMO Interfering Broadcast Channels.
IEEE Trans. Commun., 2014

Preserving Dates and Timestamps for Incident Handling in Android Smartphones.
Proceedings of the Advances in Digital Forensics X, 2014

Compression noise based video forgery detection.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Conditional Entropy Based User Selection for Multiuser MIMO Systems.
IEEE Commun. Lett., 2013

Automatic Test Bench Generation and Connection in Modern Verification Environments: Methodology and Tool.
Proceedings of the VLSI Design and Test, 17th International Symposium, 2013

Detecting Counterfeit Currency and Identifying Its Source.
Proceedings of the Advances in Digital Forensics IX, 2013

2012
Visual region understanding : unsupervised extraction and abstraction.
PhD thesis, 2012

An Iterative Marching with Correctness Criterion Algorithm for Shape from Shading Under Oblique Light Source.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Augmenting Language Tools for Effective Communication.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

SoC Time to Market Improvement through Device Driver Reuse: An Industrial Experience.
Proceedings of the International Symposium on Electronic System Design, 2012

2011
Region growing stereo matching method for 3D building reconstruction.
Int. J. Comput. Vis. Robotics, 2011

Ontology-based Retrieval System Using Semantic Indexing.
Proceedings of the 5th Indian International Conference on Artificial Intelligence, 2011

2010
Collaborative Spatial Object Recommendation in Location Based Services.
Proceedings of the 39th International Conference on Parallel Processing, 2010

Digital Watermarking Based Stereo Image Coding.
Proceedings of the Contemporary Computing - Third International Conference, 2010

2008
On the degrees of freedom in linear array systems with tri-polarized antennas.
IEEE Trans. Wirel. Commun., 2008

Designing Personal Robots for Education: Hardware, Software, and Curriculum.
IEEE Pervasive Comput., 2008

WiiArts: creating collaborative art experience with WiiRemote interaction.
Proceedings of the 2nd International Conference on Tangible and Embedded Interaction 2008, 2008

2007
An efficient technique for enhancing forensic capabilities of Ext2 file system.
Digit. Investig., 2007

A Structured Approach to Detect Scanner-Printer Used in Generating Fake Document.
Proceedings of the Information Systems Security, Third International Conference, 2007

Document Frauds: Identification and Linking Fake Document to Scanners and Printers.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

Efficient Registration of Aerial Image Sequences Without Camera Priors.
Proceedings of the Computer Vision, 2007

2006
Paradigm shift in document related frauds: Characteristics identification for development of a non-destructive automated system for printed documents.
Digit. Investig., 2006

Document Layout Analysis and Classification and Its Application in OCR.
Proceedings of the Tenth IEEE International Enterprise Distributed Object Computing Conference (EDOC 2006), 2006

2005
In Use Parameter Estimation of Inertial Sensors by Detecting Multilevel Quasi-static States.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2005

2004
Digital Forensic Analysis of E-Mails: A Trusted E-Mail Protocol.
Int. J. Digit. EVid., 2004

2003
Fault-tolerant clustering of wireless sensor networks.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Minimizing the cost of mobility management: distance-based scheme as a function of user's profile.
Proceedings of the 2003 IEEE Wireless Communications and Networking, 2003

Load-balanced clustering of wireless sensor networks.
Proceedings of IEEE International Conference on Communications, 2003


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