Prashant Singh

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 61

Top Topics

Summary Statistics

Machine Learning

Optimization Method

Top Venues

Publications

Mithinti Srikanth, Prashant Singh, G. Ramakrishna
GPU Algorithms for Fastest Path Problem in Temporal Graphs. ICPP (2024)
Liang Cheng, Prashant Singh, Francesco Ferranti
Transfer learning-assisted inverse modeling in nanophotonics based on mixture density networks. CoRR (2024)
Kamalkumar Rathinasamy, Jayarama Nettar, Amit Kumar, Vishal Manchanda, Arun Vijayakumar, Ayush Kataria, Venkateshprasanna Manjunath, Chidambaram GS, Jaskirat Singh Sodhi, Shoeb Shaikh, Wasim Akhtar Khan, Prashant Singh, Tanishq Dattatray Ige, Vipin Tiwari, Rajab Ali Mondal, Harshini K, S. Reka, Chetana Amancharla, Faiz Ur Rahman, Harikrishnan P. A, Indraneel Saha, Bhavya Tiwary, Navin Shankar Patel, Pradeep T. S, Balaji A J, Priyapravas, Mohammed Rafee Tarafdar
EnterpriseEM: Fine-tuned Embeddings for Enterprise Semantic Search. CoRR (2024)
Liang Cheng, Prashant Singh, Francesco Ferranti
Transfer Learning-Assisted Inverse Modeling in Nanophotonics Based on Mixture Density Networks. IEEE Access 12 (2024)
Junjie Chu, Prashant Singh, Salman Toor
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities. CoRR (2024)
Kusum Lata, Prashant Singh, Sandeep Saini
Exploring Model Poisoning Attack to Convolutional Neural Network Based Brain Tumor Detection Systems. ISQED (2024)
Hamed Alimohammadzadeh, Rohit Bernard, Yang Chen, Trung Phan, Prashant Singh, Shuqin Zhu, Heather Culbertson, Shahram Ghandeharizadeh
Dronevision: An Experimental 3D Testbed for Flying Light Specks. CoRR (2023)
Prashant Singh, Kusum Lata, Yash Gupta, Greek Sachdeva, Sandeep Saini
Enhancing Privacy-Preserving Brain Tumor Detection in Medical Cyber-Physical Systems through Deep Learning Algorithms. iSES (2023)
Aleksandr Karakulev, Dave Zachariah, Prashant Singh
Adaptive Parameter-Free Robust Learning using Latent Bernoulli Variables. CoRR (2023)
Ashwini Sapkal, Arti, Dishant Pawar, Prashant Singh
Lane detection techniques for self-driving vehicle: comprehensive review. Multim. Tools Appl. 82 (22) (2023)
Junjie Chu, Prashant Singh, Salman Toor
Efficient Resource Scheduling for Distributed Infrastructures Using Negotiation Capabilities. CLOUD (2023)
Colby Fronk, Jaewoong Yun, Prashant Singh, Linda R. Petzold
Bayesian polynomial neural networks and polynomial neural ordinary differential equations. CoRR (2023)
Ahmad M. Khasawneh, Prashant Singh, Geetika Aggarwal, Rajkumar Singh Rathore, Omprakash Kaiwartya
E-Mobility Advisor for Connected and Autonomous Vehicles Environments. Ad Hoc Sens. Wirel. Networks 53 (3-4) (2022)
Anmol Kapoor, Shreya Kapoor, Kamal Upreti, Prashant Singh, Seema Kapoor, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir
Cardiovascular Disease Prognosis and Analysis Using Machine Learning Techniques. ICACIS (2022)
Namrata Singh, Meenakshi Srivastava, Sumit Mohan, Ashif Ali, Varun Kumar Singh, Prashant Singh
Advance Collision Prevention System. ICACIS (2022)
Morgan Ekmefjord, Addi Ait-Mlouk, Sadi Alawadi, Mattias Åkesson, Prashant Singh, Ola Spjuth, Salman Toor, Andreas Hellander
Scalable federated machine learning with FEDn. CCGRID (2022)
Sumit Mohan, Varun Kumar Singh, Namrata Singh, Ashif Ali, Prashant Singh
A Novel Machine Learning Classification Model to Analyze the COVID-19 Pandemic's Impact on Academics: Sentiment Analysis Approach. ICACIS (2022)
Namrata Singh, Meenakshi Srivastava, Sumit Mohan, Ashif Ali, Varun Kumar Singh, Prashant Singh
Self-driving Car: Lane Detection and Collision Prevention System. ICACIS (2022)
Prashant Singh, Zeinab Elmi, Yui-yip Lau, Marta Borowska-Stefanska, Szymon Wisniewski, Maxim A. Dulebenets
Blockchain and AI technology convergence: Applications in transportation systems. Veh. Commun. 38 (2022)
Youngmin Park, Prashant Singh, Thomas G. Fai
Coarse-Grained Stochastic Model of Myosin-Driven Vesicles into Dendritic Spines. SIAM J. Appl. Math. 82 (3) (2022)
Adrien Coulier, Prashant Singh, Marc Sturrock, Andreas Hellander
Systematic comparison of modeling fidelity levels and parameter inference settings applied to negative feedback gene regulation. PLoS Comput. Biol. 18 (12) (2022)
Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
Robust and integrative Bayesian neural networks for likelihood-free parameter inference. IJCNN (2022)
Kamal Upreti, Prashant Vats, Mustafizul Haque, Adheer A. Goyal, Sachin R. Wankhede, Prashant Singh, Mohammad Shabbir Alam, Mohammad Shahnawaz Nasir
IoT-Based Control System to Measure, Analyze, and Track Basic Vital Indicators in Patient Healthcare Monitoring System. ICACIS (2022)
Manvendra Verma, Kamal Upreti, Priyanka Dadhich, Soumi Ghosh, Vishal Khatri, Prashant Singh
Prediction of Compressive Strength of Green Concrete by Artificial Neural Network. ICACIS (2022)
Manvendra Verma, Kamal Upreti, Mohammad Rafeek Khan, Mohammad Shabbir Alam, Soumi Ghosh, Prashant Singh
Prediction of Compressive Strength of Geopolymer Concrete by Using Random Forest Algorithm. ICACIS (2022)
Omar Javed, Prashant Singh, Giles Reger, Salman Toor
To test, or not to test: A proactive approach for deciding complete performance test initiation. CoRR (2022)
Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. IEEE ACM Trans. Comput. Biol. Bioinform. 19 (6) (2022)
Richard M. Jiang, Prashant Singh, Fredrik Wrede, Andreas Hellander, Linda R. Petzold
Identification of dynamic mass-action biochemical reaction networks using sparse Bayesian methods. PLoS Comput. Biol. 18 (1) (2022)
Surya Singh, Sarvesh Rai, Prashant Singh, Vijay Kumar Mishra
Real-time water quality monitoring of River Ganga (India) using internet of things. Ecol. Informatics 71 (2022)
Prashant Singh, Junayed Pasha, Ren Moses, John Sobanjo, Eren Erman Ozguven, Maxim A. Dulebenets
Development of exact and heuristic optimization methods for safety improvement projects at level crossings under conflicting objectives. Reliab. Eng. Syst. Saf. 220 (2022)
Harikesh Singh, Prashant Singh, Mayank Singh, K. G. Harsha, P. Vinooth, Mukesh Raj
IoT Enabled an Efficient Vehicle Parking System. ICACIS (2022)
Omar Javed, Prashant Singh, Giles Reger, Salman Toor
To test, or not to test: A proactive approach for deciding complete performance test initiation. Big Data (2022)
Yogendra Singh Rathore, Dhyanendra Jain, Prashant Singh, Waseem Ahmed, Amit Kumar Pandey
Sign Language Recognizing Using Machine Learning. ICACIS (2022)
Junayed Pasha, Maxim A. Dulebenets, Amir Mohammad Fathollahi Fard, Guangdong Tian, Yui-yip Lau, Prashant Singh, Benbu Liang
An integrated optimization method for tactical-level planning in liner shipping with heterogeneous ship fleet and environmental considerations. Adv. Eng. Informatics 48 (2021)
Fredrik Wrede, Robin Eriksson, Richard M. Jiang, Linda R. Petzold, Stefan Engblom, Andreas Hellander, Prashant Singh
Robust and integrative Bayesian neural networks for likelihood-free parameter inference. CoRR (2021)
Prashant Singh, Maxim A. Dulebenets, Junayed Pasha, Ernesto D. R. Santibanez Gonzalez, Yui-yip Lau, Raphael Kampmann
Deployment of Autonomous Trains in Rail Transportation: Current Trends and Existing Challenges. IEEE Access 9 (2021)
Prashant Singh, J. S. Lather
Design and stability analysis of a control system for a grid-independent direct current microgrid with hybrid energy storage system. Comput. Electr. Eng. 93 (2021)
Richard M. Jiang, Fredrik Wrede, Prashant Singh, Andreas Hellander, Linda R. Petzold
Accelerated regression-based summary statistics for discrete stochastic systems via approximate simulators. BMC Bioinform. 22 (1) (2021)
Li Ju, Prashant Singh, Salman Toor
Proactive Autoscaling for Edge Computing Systems with Kubernetes. CoRR (2021)
Li Ju, Prashant Singh, Salman Toor
Proactive autoscaling for edge computing systems with kubernetes. UCC Companion (2021)
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
Height Estimation of Children under Five Years using Depth Images. CoRR (2021)
Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson
Accelerating computational modeling and design of high-entropy alloys. Nat. Comput. Sci. 1 (1) (2021)
Richard M. Jiang, Bruno Jacob, Matthew Geiger, Sean Matthew, Bryan Rumsey, Prashant Singh, Fredrik Wrede, Tau-Mu Yi, Brian Drawert, Andreas Hellander, Linda Petzold
Epidemiological modeling in StochSS Live! Bioinform. 37 (17) (2021)
Prashant Singh, Fredrik Wrede, Andreas Hellander
Scalable machine learning-assisted model exploration and inference using Sciope. Bioinform. 37 (2) (2021)
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
Height Estimation of Children under Five Years using Depth Images. EMBC (2021)
Jayendra Kumar, Pratul Arvind, Prashant Singh, Yamini Sarada
Introspecting Local Binary Feature Vectors for Classification of Radiographic Weld Images. CVIP (2) (2021)
Mattias Åkesson, Prashant Singh, Fredrik Wrede, Andreas Hellander
Convolutional Neural Networks as Summary Statistics for Approximate Bayesian Computation. CoRR (2020)
Prashant Singh, Mona Mohamed Elamin, Salman Toor
Towards Smart e-Infrastructures, A Community Driven Approach Based on Real Datasets. CoRR (2020)
Prashant Singh, Breezy Unik, Anuradhika Puri, Gandharva Nagpal, Balvinder Singh, Ankur Gautam, Deepak Sharma
HSPMdb: a computational repository of heat shock protein modulators. Database J. Biol. Databases Curation 2020 (2020)
Rahul Singh, Aayush Sharma, Prashant Singh, Ganesh Balasubramanian, Duane D. Johnson
Accelerating computational modeling and design of high-entropy alloys. CoRR (2020)
Prashant Singh, Andreas Hellander
Hyperparameter Optimization for Approximate Bayesian Computation. WSC (2018)
Prashant Singh
A 19nW, near-threshold to I/O voltage level shifter in 28nm FD-SOI using 1.8V/28Å device for IoT Systems. ISCAS (2018)
Igneta Dsouza, Hrishikesh Dewan, Prashant Singh, Ramesh C. Hansdah
[WiP] HTU: An Efficient Hash-Trie Data Structure for URL Matching for Programmable Web Resources. SOCA (2018)
Prashant Singh, Ekta Vats, Anders Hast
Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing. DAS (2018)
Prashant Singh, Andreas Hellander
Multi-Statistic Approximate Bayesian Computation with Multi-Armed Bandits. CoRR (2018)
Hrishikesh Dewan, Ramesh C. Hansdah, Prashant Singh
Sigma-Tree: Design of a Data Structure for Storing File Data Allocation Map in a Distributed File System. SmartCloud (2018)
Ekta Vats, Anders Hast, Prashant Singh
Automatic Document Image Binarization using Bayesian Optimization. HIP@ICDAR (2017)
Ekta Vats, Anders Hast, Prashant Singh
Automatic Document Image Binarization. CoRR (2017)
Prashant Singh, Andreas Hellander
Surrogate assisted model reduction for stochastic biochemical reaction networks. WSC (2017)
Prashant Singh, Ivo Couckuyt, Khairy Elsayed, Dirk Deschrijver, Tom Dhaene
Multi-objective Geometry Optimization of a Gas Cyclone Using Triple-Fidelity Co-Kriging Surrogate Models. J. Optim. Theory Appl. 175 (1) (2017)
Prashant Singh, Ekta Vats, Anders Hast
Learning Surrogate Models of Document Image Quality Metrics for Automated Document Image Processing. CoRR (2017)
Prashant Singh, Francesco Ferranti, Dirk Deschrijver, Ivo Couckuyt, Tom Dhaene
Classification aided domain reduction for high dimensional optimization. WSC (2014)
Prashant Singh, Ivo Couckuyt, Francesco Ferranti, Tom Dhaene
A constrained multi-objective surrogate-based optimization algorithm. IEEE Congress on Evolutionary Computation (2014)
Prashant Singh, R. D. S. Yadava
Quantitative Identification of Volatile Organics by SAW Sensor Transients - Comparative Performance Analysis of Fuzzy Inference and Partial-Least-Square-Regression Methods. FICTA (2013)
Prashant Singh, Pooja Srivastava, Ram Mohan Verma, Saurabh Jaiswal
Modeling of High Frequency Out-of-Plane Single Axis MEMS Capacitive Accelerometer. VDAT (2013)
Prashant Singh, Dirk Deschrijver, Tom Dhaene
A balanced sequential design strategy for global surrogate modeling. WSC (2013)
Mrutyunjaya Sahu, Prashant Singh, S. S. Mahapatra, K. K. Khatua
Prediction of entrance length for low Reynolds number flow in pipe using neuro-fuzzy inference system. Expert Syst. Appl. 39 (4) (2012)
Prashant Singh, Eric Karl, David T. Blaauw, Dennis Sylvester
Compact Degradation Sensors for Monitoring NBTI and Oxide Degradation. IEEE Trans. Very Large Scale Integr. Syst. 20 (9) (2012)
Prashant Singh, Eric Karl, Dennis Sylvester, David T. Blaauw
Dynamic NBTI Management Using a 45 nm Multi-Degradation Sensor. IEEE Trans. Circuits Syst. I Regul. Pap. (9) (2011)
Prashant Singh, R. D. S. Yadava
Wavelet Based Fuzzy Inference System for Simultaneous Identification and Quantitation of Volatile Organic Compounds Using SAW Sensor Transients. SEMCCO (2) (2011)
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
Microwatt Embedded Processor Platform for Medical System-on-Chip Applications. IEEE J. Solid State Circuits 46 (4) (2011)
Prashant Singh, Eric Karl, Dennis Sylvester, David T. Blaauw
Dynamic NBTI management using a 45nm multi-degradation sensor. CICC (2010)
Prashant Singh, Zhiyoong Foo, Michael Wieckowski, Scott Hanson, Matthew Fojtik, David T. Blaauw, Dennis Sylvester
Early detection of oxide breakdown through in situ degradation sensing. ISSCC (2010)
Prashant Singh, Cheng Zhuo, Eric Karl, David T. Blaauw, Dennis Sylvester
Sensor-Driven Reliability and Wearout Management. IEEE Des. Test Comput. 26 (6) (2009)
Prashant Singh, Jae-sun Seo, David T. Blaauw, Dennis Sylvester
Self-Timed Regenerators for High-Speed and Low-Power On-Chip Global Interconnect. IEEE Trans. Very Large Scale Integr. Syst. 16 (6) (2008)
Eric Karl, Prashant Singh, David T. Blaauw, Dennis Sylvester
Compact In-Situ Sensors for Monitoring Negative-Bias-Temperature-Instability Effect and Oxide Degradation. ISSCC (2008)
Jae-sun Seo, Prashant Singh, Dennis Sylvester, David T. Blaauw
Self-Time Regenerators for High-Speed and Low-Power Interconnect. ISQED (2007)