Prashant Singh

According to our database, Prashant Singh authored at least 65 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks.

Liang Cheng, Prashant Singh, Francesco Ferranti

CoRR, 2024

2023

Lane detection techniques for self-driving vehicle: comprehensive review.

Ashwini Sapkal, Arti, Dishant Pawar, Prashant Singh

Multim. Tools Appl., September, 2023

Adaptive Parameter-Free Robust Learning using Latent Bernoulli Variables.

Aleksandr Karakulev, Dave Zachariah, Prashant Singh

CoRR, 2023

Bayesian polynomial neural networks and polynomial neural ordinary differential equations.

Colby Fronk, Jaewoong Yun, Prashant Singh, Linda R. Petzold

CoRR, 2023

Dronevision: An Experimental 3D Testbed for Flying Light Specks.

Hamed Alimohammadzadeh, Rohit Bernard, Yang Chen, Trung Phan, Prashant Singh, Shuqin Zhu, Heather Culbertson, Shahram Ghandeharizadeh

CoRR, 2023

Enhancing Privacy-Preserving Brain Tumor Detection in Medical Cyber-Physical Systems through Deep Learning Algorithms.

Prashant Singh, Kusum Lata, Yash Gupta, Greek Sachdeva, Sandeep Saini

Proceedings of the IEEE International Symposium on Smart Electronic Systems, 2023

Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities.

Junjie Chu, Prashant Singh, Salman Toor

Proceedings of the 16th IEEE International Conference on Cloud Computing, 2023

2022

Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation.

Adrien Coulier, Prashant Singh, Marc Sturrock, Andreas Hellander

PLoS Comput. Biol., December, 2022

Blockchain and AI technology convergence: Applications in transportation systems.

Prashant Singh, Zeinab Elmi, Yui-yip Lau, Marta Borowska-Stefanska, Szymon Wisniewski, Maxim A. Dulebenets

Veh. Commun., 2022

Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation.

Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander

IEEE ACM Trans. Comput. Biol. Bioinform., 2022

Coarse-Grained Stochastic Model of Myosin-Driven Vesicles into Dendritic Spines.

Youngmin Park, Prashant Singh, Thomas G. Fai

SIAM J. Appl. Math., 2022

Development of exact and heuristic optimization methods for safety improvement projects at level crossings under conflicting objectives.

Prashant Singh, Junayed Pasha, Ren Moses, John Sobanjo, Eren Erman Ozguven, Maxim A. Dulebenets

Reliab. Eng. Syst. Saf., 2022

Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods.

Richard M. Jiang, Prashant Singh, Fredrik Wrede, Andreas Hellander, Linda R. Petzold

PLoS Comput. Biol., 2022

Real-time water quality monitoring of River Ganga (India) using internet of things.

Surya Singh, Sarvesh Rai, Prashant Singh, Vijay Kumar Mishra

Ecol. Informatics, 2022

E-Mobility Advisor for Connected and Autonomous Vehicles Environments.

Ahmad M. Khasawneh, Prashant Singh, Geetika Aggarwal, Rajkumar Singh Rathore, Omprakash Kaiwartya

Ad Hoc Sens. Wirel. Networks, 2022

Robust and integrative Bayesian neural networks for likelihood-free parameter inference.

Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh

Proceedings of the International Joint Conference on Neural Networks, 2022

Prediction of Compressive Strength of Geopolymer Concrete by Using Random Forest Algorithm.

Manvendra Verma, Kamal Upreti, Mohammad Rafeek Khan, Mohammad Shabbir Alam, Soumi Ghosh, Prashant Singh

Proceedings of the Advanced Communication and Intelligent Systems, 2022

Prediction of Compressive Strength of Green Concrete by Artificial Neural Network.

Manvendra Verma, Kamal Upreti, Priyanka Dadhich, Soumi Ghosh, Vishal Khatri, Prashant Singh

Proceedings of the Advanced Communication and Intelligent Systems, 2022

IoT-Based Control System to Measure, Analyze, and Track Basic Vital Indicators in Patient Healthcare Monitoring System.

Kamal Upreti, Prashant Vats, Mustafizul Haque, Adheer A. Goyal, Sachin R. Wankhede, Prashant Singh, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir

Proceedings of the Advanced Communication and Intelligent Systems, 2022

IoT Enabled an Efficient Vehicle Parking System.

Harikesh Singh, Prashant Singh, Mayank Singh, K. G. Harsha, P. Vinooth, Mukesh Raj

Proceedings of the Advanced Communication and Intelligent Systems, 2022

Self-driving Car: Lane Detection and Collision Prevention System.

Namrata Singh, Meenakshi Srivastava, Sumit Mohan, Ashif Ali, Varun Kumar Singh, Prashant Singh

Proceedings of the Advanced Communication and Intelligent Systems, 2022

Advance Collision Prevention System.

Namrata Singh, Meenakshi Srivastava, Sumit Mohan, Ashif Ali, Varun Kumar Singh, Prashant Singh

Proceedings of the Advanced Communication and Intelligent Systems, 2022

Sign Language Recognizing Using Machine Learning.

Yogendra Singh Rathore, Dhyanendra Jain, Prashant Singh, Waseem Ahmed, Amit Kumar Pandey

Proceedings of the Advanced Communication and Intelligent Systems, 2022

A Novel Machine Learning Classification Model to Analyze the COVID-19 Pandemic's Impact on Academics: Sentiment Analysis Approach.

Sumit Mohan, Varun Kumar Singh, Namrata Singh, Ashif Ali, Prashant Singh

Proceedings of the Advanced Communication and Intelligent Systems, 2022

Cardiovascular Disease Prognosis and Analysis Using Machine Learning Techniques.

Anmol Kapoor, Shreya Kapoor, Kamal Upreti, Prashant Singh, Seema Kapoor, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir

Proceedings of the Advanced Communication and Intelligent Systems, 2022

Scalable federated machine learning with FEDn.

Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Prashant Singh, Ola Spjuth, Salman Toor, Andreas Hellander

Proceedings of the 22nd IEEE International Symposium on Cluster, 2022

To test, or not to test: A proactive approach for deciding complete performance test initiation.

Omar Javed, Prashant Singh, Giles Reger, Salman Toor

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Accelerating computational modeling and design of high-entropy alloys.

Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson

Nat. Comput. Sci., 2021

Design and stability analysis of a control system for a grid-independent direct current microgrid with hybrid energy storage system.

Prashant Singh, J. S. Lather

Comput. Electr. Eng., 2021

Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators.

Richard M. Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander, Linda R. Petzold

BMC Bioinform., 2021

Scalable machine learning-assisted model exploration and inference using Sciope.

Prashant Singh, Fredrik Wrede, Andreas Hellander

Bioinform., 2021

Epidemiological modeling in StochSS Live!

Richard M. Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, Linda R. Petzold

Bioinform., 2021

An integrated optimization method for tactical-level planning in liner shipping with heterogeneous ship fleet and environmental considerations.

Junayed Pasha, Maxim A. Dulebenets, Amir Mohammad Fathollahi Fard, Guangdong Tian, Yui-yip Lau, Prashant Singh, Benbu Liang

Adv. Eng. Informatics, 2021

Deployment of Autonomous Trains in Rail Transportation: Current Trends and Existing Challenges.

Prashant Singh, Maxim A. Dulebenets, Junayed Pasha, Ernesto Del R. Santibanez-Gonzalez, Yui-yip Lau, Raphael Kampmann

IEEE Access, 2021

Proactive autoscaling for edge computing systems with kubernetes.

Li Ju, Prashant Singh, Salman Toor

Proceedings of the UCC '21: 2021 IEEE/ACM 14th International Conference on Utility and Cloud Computing, Leicester, United Kingdom, December 6 - 9, 2021, 2021

Height Estimation of Children under Five Years using Depth Images.

Anusua Trivedi, Mohit Jain, Nikhil Kumar Gupta, Markus Hinsche, Prashant Singh, Markus Matiaschek, Tristan Behrens, Mirco Militeri, Cameron Birge, Shivangi Kaushik, Archisman Mohapatra, Rita Chatterjee, Rahul Dodhia, Juan Lavista Ferres

Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

Introspecting Local Binary Feature Vectors for Classification of Radiographic Weld Images.

Jayendra Kumar, Pratul Arvind, Prashant Singh, Yamini Sarada

Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

2020

Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets.

Prashant Singh, Mona Mohamed Elamin, Salman Toor

CoRR, 2020

HSPMdb: a computational repository of heat shock protein modulators.

Prashant Singh, Breezy Unik, Anuradhika Puri, Gandharva Nagpal, Balvinder Singh, Ankur Gautam, Deepak Sharma

Database J. Biol. Databases Curation, 2020

2018

Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits.

Prashant Singh, Andreas Hellander

CoRR, 2018

Hyperparameter Optimization for Approximate Bayesian Computation.

Prashant Singh, Andreas Hellander

Proceedings of the 2018 Winter Simulation Conference, 2018

[WiP] HTU: An Efficient Hash-Trie Data Structure for URL Matching for Programmable Web Resources.

Igneta Dsouza, Hrishikesh Dewan, Prashant Singh, Ramesh C. Hansdah

Proceedings of the 11th IEEE Conference on Service-Oriented Computing and Applications, 2018

Sigma-Tree: Design of a Data Structure for Storing File Data Allocation Map in a Distributed File System.

Hrishikesh Dewan, Ramesh C. Hansdah, Prashant Singh

Proceedings of the 2018 IEEE International Conference on Smart Cloud, 2018

A 19nW, near-threshold to I/O voltage level shifter in 28nm FD-SOI using 1.8V/28Å device for IoT Systems.

Prashant Singh

Proceedings of the IEEE International Symposium on Circuits and Systems, 2018

Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing.

Prashant Singh, Ekta Vats, Anders Hast

Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017

Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models.

Prashant Singh, Ivo Couckuyt, Khairy Elsayed, Dirk Deschrijver, Tom Dhaene

J. Optim. Theory Appl., 2017

Automatic Document Image Binarization.

Ekta Vats, Anders Hast, Prashant Singh

CoRR, 2017

Surrogate assisted model reduction for stochastic biochemical reaction networks.

Prashant Singh, Andreas Hellander

Proceedings of the 2017 Winter Simulation Conference, 2017

Automatic Document Image Binarization using Bayesian Optimization.

Ekta Vats, Anders Hast, Prashant Singh

Proceedings of the 4th International Workshop on Historical Document Imaging and Processing, 2017

2014

Classification aided domain reduction for high dimensional optimization.

Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene

Proceedings of the 2014 Winter Simulation Conference, 2014

A constrained multi-objective surrogate-based optimization algorithm.

Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013

A balanced sequential design strategy for global surrogate modeling.

Prashant Singh, Dirk Deschrijver, Tom Dhaene

Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Modeling of High Frequency Out-of-Plane Single Axis MEMS Capacitive Accelerometer.

Prashant Singh, Pooja Srivastava, Ram Mohan Verma, Saurabh Jaiswal

Proceedings of the VLSI Design and Test, 17th International Symposium, 2013

Quantitative Identification of Volatile Organics by SAW Sensor Transients - Comparative Performance Analysis of Fuzzy Inference and Partial-Least-Square-Regression Methods.

Prashant Singh, R. D. S. Yadava

Proceedings of the International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2013, 2013

2012

Compact Degradation Sensors for Monitoring NBTI and Oxide Degradation.

Prashant Singh, Eric Karl, David T. Blaauw, Dennis Sylvester

IEEE Trans. Very Large Scale Integr. Syst., 2012

Prediction of entrance length for low Reynolds number flow in pipe using neuro-fuzzy inference system.

Mrutyunjaya Sahu, Prashant Singh, S. S. Mahapatra, K. K. Khatua

Expert Syst. Appl., 2012

2011

Dynamic NBTI Management Using a 45 nm Multi-Degradation Sensor.

Prashant Singh, Eric Karl, Dennis Sylvester, David T. Blaauw

IEEE Trans. Circuits Syst. I Regul. Pap., 2011

Microwatt Embedded Processor Platform for Medical System-on-Chip Applications.

Srinivasa R. Sridhara, Michael DiRenzo, Srinivas Lingam, Seok-Jun Lee, Ra Blazquez, Jay Maxey, Samer Ghanem, Yu-Hung Lee, Rami A. Abdallah, Prashant Singh, Manish Goel

IEEE J. Solid State Circuits, 2011

Wavelet Based Fuzzy Inference System for Simultaneous Identification and Quantitation of Volatile Organic Compounds Using SAW Sensor Transients.

Prashant Singh, R. D. S. Yadava

Proceedings of the Swarm, Evolutionary, and Memetic Computing, 2011

2010

Early detection of oxide breakdown through in situ degradation sensing.

Prashant Singh, Zhiyoong Foo, Michael Wieckowski, Scott Hanson, Matthew Fojtik, David T. Blaauw, Dennis Sylvester

Proceedings of the IEEE International Solid-State Circuits Conference, 2010

Dynamic NBTI management using a 45nm multi-degradation sensor.

Prashant Singh, Eric Karl, Dennis Sylvester, David T. Blaauw

Proceedings of the IEEE Custom Integrated Circuits Conference, 2010

2009

Sensor-Driven Reliability and Wearout Management.

Prashant Singh, Cheng Zhuo, Eric Karl, David T. Blaauw, Dennis Sylvester

IEEE Des. Test Comput., 2009

2008

Self-Timed Regenerators for High-Speed and Low-Power On-Chip Global Interconnect.

Prashant Singh, Jae-sun Seo, David T. Blaauw, Dennis Sylvester

IEEE Trans. Very Large Scale Integr. Syst., 2008

Compact In-Situ Sensors for Monitoring Negative-Bias-Temperature-Instability Effect and Oxide Degradation.

Eric Karl, Prashant Singh, David T. Blaauw, Dennis Sylvester

Proceedings of the 2008 IEEE International Solid-State Circuits Conference, 2008

2007

Self-Time Regenerators for High-Speed and Low-Power Interconnect.

Jae-sun Seo, Prashant Singh, Dennis Sylvester, David T. Blaauw

Proceedings of the 8th International Symposium on Quality of Electronic Design (ISQED 2007), 2007