Piyush Kumar

Orcid: 0000-0003-0760-7166

According to our database1, Piyush Kumar authored at least 91 papers between 1999 and 2024.

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Bibliography

2024
Residual deep gated recurrent unit-based attention framework for human activity recognition by exploiting dilated features.
Vis. Comput., December, 2024

Reliable Federated Learning With GAN Model for Robust and Resilient Future Healthcare System.
IEEE Trans. Netw. Serv. Manag., October, 2024

DLRFNet: deep learning with random forest network for classification and detection of malaria parasite in blood smear.
Multim. Tools Appl., July, 2024

A novel compression-based 2D-chaotic sine map for enhancing privacy and security of biometric identification systems.
J. Inf. Secur. Appl., February, 2024

ShieldGemma: Generative AI Content Moderation Based on Gemma.
CoRR, 2024

Malicious Path Manipulations via Exploitation of Representation Vulnerabilities of Vision-Language Navigation Systems.
CoRR, 2024

Cross-layer Modeling and Design of Content Addressable Memories in Advanced Technology Nodes for Similarity Search.
CoRR, 2024

Machine Learning Models for Improved Tracking from Range-Doppler Map Images.
Proceedings of the 27th International Conference on Information Fusion, 2024

Debiasing Text Safety Classifiers through a Fairness-Aware Ensemble.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023
A novel Gateaux derivatives with efficient DCNN-Resunet method for segmenting multi-class brain tumor.
Medical Biol. Eng. Comput., August, 2023

Generating a Mental Health Curve for Monitoring Depression in Real Time by Incorporating Multimodal Feature Analysis Through Social Media Interactions.
Int. J. Intell. Inf. Technol., March, 2023

Safety and Fairness for Content Moderation in Generative Models.
CoRR, 2023

Salient Conditional Diffusion for Defending Against Backdoor Attacks.
CoRR, 2023

Domain Adaptation for Edge Detectors Using Lightweight Networks.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Diabetic Retinopathy Blood Vessel Detection Using Deep-CNN-Based Feature Extraction and Classification.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2023

On Regularization and Inference with Label Constraints.
Proceedings of the International Conference on Machine Learning, 2023

2022
HaptiDrag: A Device with the Ability to Generate Varying Levels of Drag (Friction) Effects on Real Surfaces.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

A Two-Level Multi-Modal Analysis for Depression Detection From Online Social Media.
Int. J. Softw. Innov., 2022

Suicide ideation detection from online social media: A multi-modal feature based technique.
Int. J. Inf. Manag. Data Insights, 2022

26 GHz VCO in 22 nm FDSOI Technology for RADAR Application.
Proceedings of the 13th IEEE Latin America Symposium on Circuits and System, 2022

Performance Benchmarking of Spin-Orbit Torque Magnetic RAM (SOT-MRAM) for Deep Neural Network (DNN) Accelerators.
Proceedings of the IEEE International Memory Workshop, 2022

Momentum Residual Embedding with Angular Marginal Loss for Plant Pathogen Biometrics.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Fire and Gun Detection Based on Sematic Embeddings.
Proceedings of the IEEE International Conference on Multimedia and Expo Workshops, 2022

2021
Risk Bounds for Learning via Hilbert Coresets.
CoRR, 2021

Deep learning model-based segmentation of medical diseases from MRI and CT images.
Proceedings of the IEEE Region 10 Conference, 2021

Distortion Removal and Deblurring of Single-Shot DWI MRI Scans.
Proceedings of the Machine Learning for Medical Image Reconstruction, 2021

2020
Analytic Properties of Trackable Weak Models.
IEEE Trans. Netw. Sci. Eng., 2020

Observability Properties of Colored Graphs.
IEEE Trans. Netw. Sci. Eng., 2020

Code Localization in Programming Screencasts.
Empir. Softw. Eng., 2020

Enhancing profit from stock transactions using neural networks.
AI Commun., 2020

Reconstructing Road Network Graphs from both Aerial Lidar and Images.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

A 500 mV, 4.5 mW, 16 GHz VCO with 33.3% FTR, designed for 5G applications.
Proceedings of the IEEE Nordic Circuits and Systems Conference, NorCAS 2020, Oslo, 2020

QuadRoad: An Ensemble of CNNs for Road Segmentation.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

2019
Design and Evaluation of DIO Construction Toolkit for Co-making Shared Constructions.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019

LoSI: Large scale location inference through FM signal integration and estimation.
Big Data Min. Anal., 2019

Enhancing Profit by Predicting Stock Prices using Deep Neural Networks.
Proceedings of the 31st IEEE International Conference on Tools with Artificial Intelligence, 2019

2018
HD-Index: Pushing the Scalability-Accuracy Boundary for Approximate kNN Search in High-Dimensional Spaces.
Proc. VLDB Endow., 2018

Control Flow Graph Modifications for Improved RF-Based Processor Tracking Performance.
CoRR, 2018

Design, Analysis & Prototyping of a Semi-Automated Staircase-Climbing Rehabilitation Robot.
CoRR, 2018

A novel pitch based voice recognition model (PVRM).
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

Accurately Predicting the Location of Code Fragments in Programming Video Tutorials Using Deep Learning.
Proceedings of the 14th International Conference on Predictive Models and Data Analytics in Software Engineering, 2018

Segmentation of Brain Tumors Using DeepLabv3+.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Design, Analysis & Prototyping of a Semi-Automated Staircase-Climbing Rehabilitation Robot.
Proceedings of the 2018 4th International Conference on Mechatronics and Robotics Engineering, 2018

Fusion of aerial lidar and images for road segmentation with deep CNN.
Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2018

Using Real-World Store Data for Foot Traffic Forecasting.
Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2018), 2018

2017
The Minimum Edge Compact Spanner Network Design Problem.
CoRR, 2017

LEXER: LEXicon Based Emotion AnalyzeR.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

RSSI-Based Supervised Learning for Uncooperative Direction-Finding.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

mEEC: A novel error estimation code with multi-dimensional feature.
Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Smart Stores: A Scalable Foot Traffic Collection and Prediction System.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

A-PNR: Automatic Plate Number Recognition.
Proceedings of the 7th International Conference on Computer and Communication Technology, 2017

2016
Mixed integer linear programming approaches for land use planning that limit urban sprawl.
Comput. Ind. Eng., 2016

Automatic Web Page Coloring.
Proceedings of the Advances in Visual Computing - 12th International Symposium, 2016

Outage performance of opportunistic AF OFDM relaying over Rician fading channel.
Proceedings of the 23rd International Conference on Telecommunications, 2016

SPYSE: a semantic search engine for python packages and modules.
Proceedings of the 38th International Conference on Software Engineering, 2016

Analysis of outage performance of opportunistic AF OFDM relaying in Nakagami-m channels.
Proceedings of the 2016 International Conference on Advances in Computing, 2016

TruthCore: Non-parametric estimation of truth from a collection of authoritative sources.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

2015
Bichromatic 2-center of pairs of points.
Comput. Geom., 2015

Web-based Volume Visualization of 3D Medical Data using Slice Streaming Method.
Proceedings of the Sixth International Conference on Computer and Communication Technology 2015, 2015

Cheap approximate localization using FM radio.
Proceedings of the 23rd SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2015

2014
MATLAB-Based GUI Development for Stochastic Noise Analysis of Tri-Axial Gyroscopes.
Proceedings of the 2014 Fifth International Symposium on Electronic System Design, 2014

Grayscale to Color Map Transformation for Efficient Image Analysis on Low Processing Devices.
Proceedings of the Advances in Intelligent Informatics, 2014

A wireless dynamic gesture user interface for HCI using hand data glove.
Proceedings of the Seventh International Conference on Contemporary Computing, 2014

VizClick - Visualizing Clickstream Data.
Proceedings of the 5th International Conference on Information Visualization Theory and Applications, 2014

2013
Gpu-Accelerated Interactive Visualization of 3D Volumetric Data using CUDA.
Int. J. Image Graph., 2013

A simple signal conditioning scheme for inductive sensors.
Proceedings of the Seventh International Conference on Sensing Technology, 2013

2012
Basic Handwritten Character Recognition from Multi-Lingual Image Dataset using Multi-Resolution and Multi-Directional Transform.
Int. J. Wavelets Multiresolution Inf. Process., 2012

Plant Leaf Disease Detection Using Gabor Wavelet Transform.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2012

Hand data glove: A new generation real-time mouse for Human-Computer Interaction.
Proceedings of the 1st International Conference on Recent Advances in Information Technology, 2012

Fast k-clustering queries on embeddings of road networks.
Proceedings of the 3rd International Conference on Computing for Geospatial Research and Application, 2012

2011
Group Enclosing Queries.
IEEE Trans. Knowl. Data Eng., 2011

A Linearly Convergent Linear-Time First-Order Algorithm for Support Vector Classification with a Core Set Result.
INFORMS J. Comput., 2011

Detection of Disease Using Block-Based Unsupervised Natural Plant Leaf Color Image Segmentation.
Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

Instant approximate 1-center on road networks via embeddings.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Fast Construction of k-Nearest Neighbor Graphs for Point Clouds.
IEEE Trans. Vis. Comput. Graph., 2010

Almost Optimal Solutions to k-Clustering Problems.
Int. J. Comput. Geom. Appl., 2010

Practical Nearest Neighbor Search in the Plane.
Proceedings of the Experimental Algorithms, 9th International Symposium, 2010

Geometric Minimum Spanning Trees with GeoFilterKruskal.
Proceedings of the Experimental Algorithms, 9th International Symposium, 2010

K nearest neighbor queries and kNN-Joins in large relational databases (almost) for free.
Proceedings of the 26th International Conference on Data Engineering, 2010

2009
An Algorithm and a Core Set Result for the Weighted Euclidean One-Center Problem.
INFORMS J. Comput., 2009

Reverse Furthest Neighbors in Spatial Databases.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
A Note on Approximate Minimum Volume Enclosing Ellipsoid of Ellipsoids.
Proceedings of the Selected Papers of the Sixth International Conference on Computational Sciences and Its Applications, 2008

On Finding Large Empty Convex Bodies in 3D Scenes of Polygonal Models.
Proceedings of the Selected Papers of the Sixth International Conference on Computational Sciences and Its Applications, 2008

2006
Finding large sticks and potatoes in polygons.
Proceedings of the Seventeenth Annual ACM-SIAM Symposium on Discrete Algorithms, 2006

Projective clustering and its application to surface reconstruction: extended abstract.
Proceedings of the 22nd ACM Symposium on Computational Geometry, 2006

2005
Curve reconstruction from noisy samples.
Comput. Geom., 2005

2004
Hand Recognition Using Geometric Classifiers.
Proceedings of the Biometric Authentication, First International Conference, 2004

2003
Approximate minimum enclosing balls in high dimensions using core-sets.
ACM J. Exp. Algorithmics, 2003

Comuting Core-Sets and Approximate Smallest Enclosing HyperSpheres in High Dimensions.
Proceedings of the Fifth Workshop on Algorithm Engineering and Experiments, 2003

2002
Cache Oblivious Algorithms.
Proceedings of the Algorithms for Memory Hierarchies, 2002

1999
A Simple Provable Algorithm for Curve Reconstruction.
Proceedings of the Tenth Annual ACM-SIAM Symposium on Discrete Algorithms, 1999


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