Prashant Singh Rana

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 51

Top Topics

Convolutional Neural Network

Machine Learning

Protein Structure

Top Venues

Multim. Tools Appl.

Wirel. Pers. Commun.

Appl. Artif. Intell.

Publications

Divisha Garg, Gaurav Kumar, Harpreet Singh, Prashant Singh Rana, Shahid Ahmad Bhat, Smita Pattanaik, Ravimohan Mavuduru, Neeru Jindal
VIVAS: An Ergonomic Low-Cost High-Resolution Portable Vein Finder for Phlebotomy. IEEE Access 12 (2024)
Tanya Garg, Gurjinder Kaur, Prashant Singh Rana
Traffic Rerouting Optimization Using Scheduling Algorithms. SN Comput. Sci. 5 (6) (2024)
Prabhjot Kaur, Shalini Batra, Prashant Singh Rana
Border-hunting optimization for mobile agent-based intrusion detection with deep convolutional neural network. Concurr. Comput. Pract. Exp. 36 (1) (2024)
Deepanshu Khanna, Neeru Jindal, Prashant Singh Rana, Harpreet Singh
Enhanced spatio-temporal 3D CNN for facial expression classification in videos. Multim. Tools Appl. 83 (4) (2024)
Gurinderjeet Kaur, Prashant Singh Rana, Vinay Arora
Extracting Radiomic features from pre-operative and segmented MRI scans improved survival prognosis of glioblastoma Multiforme patients through machine learning: a retrospective study. Multim. Tools Appl. 82 (19) (2023)
Rakesh Singh, Prashant Singh Rana, Neeru Jindal
A novel approach to identify kink in 2D map using the spline technique on real map data. Multim. Tools Appl. 82 (30) (2023)
Rakesh Singh, Prashant Singh Rana, Neeru Jindal
An Approach for Validating Roundabout Using Spline and Curvature for Map Data. Wirel. Pers. Commun. 132 (1) (2023)
Gurinderjeet Kaur, Prashant Singh Rana, Vinay Arora
Deep learning and machine learning-based early survival predictions of glioblastoma patients using pre-operative three-dimensional brain magnetic resonance imaging modalities. Int. J. Imaging Syst. Technol. 33 (1) (2023)
Prajit Sengupta, Anant Mehta, Prashant Singh Rana
Predictive Maintenance of Armoured Vehicles using Machine Learning Approaches. CoRR (2023)
Harpreet Singh, Prashant Singh Rana, Urvinder Singh
Evolutionary based drug synergy prediction using adaptive Lévy based neural network structure. Multim. Tools Appl. 82 (26) (2023)
Deepika Sirohi, Neeraj Kumar, Prashant Singh Rana, Sudeep Tanwar, Rahat Iqbal, Mohammad Hijji
Federated learning for 6G-enabled secure communication systems: a comprehensive survey. Artif. Intell. Rev. 56 (10) (2023)
Prajit Sengupta, Anant Mehta, Prashant Singh Rana
Enhancing Performance of Deep Learning Models with a Novel Data Augmentation Approach. ICCCNT (2023)
Tanya Garg, Gurjinder Kaur, Prashant Singh Rana
Real-Time Traffic Light Optimization Using Simulation of Urban Mobility. SN Comput. Sci. 4 (5) (2023)
Arun Kumar, Prashant Singh Rana
A deep learning based ensemble approach for protein allergen classification. PeerJ Comput. Sci. 9 (2023)
Ashish Rana, Deepanshu Khanna, Tirthankar Ghosal, Muskaan Singh, Harpreet Singh, Prashant Singh Rana
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification. SDU@AAAI (2022)
Shubham Bagwari, Kanika Choudhary, Suresh Chandra Raikwar, Prashant Singh Rana, Sumit Mighlani
A Review: The Study and Analysis of Neural Style Transfer in Image. CVMI (2022)
Ankit Sharma, Neeru Jindal, Abhishek Thakur, Prashant Singh Rana, Bharat Garg, Rajesh Mehta
Multimodal Biometric for Person Identification Using Deep Learning Approach. Wirel. Pers. Commun. 125 (1) (2022)
Ashish Rana, Deepanshu Khanna, Muskaan Singh, Tirthankar Ghosal, Harpreet Singh, Prashant Singh Rana
RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification. CoRR (2022)
Ashish Rana, Harpreet Singh, Ravimohan Mavuduru, Smita Pattanaik, Prashant Singh Rana
Quantifying prognosis severity of COVID-19 patients from deep learning based analysis of CT chest images. Multim. Tools Appl. 81 (13) (2022)
Naman Tuli, Suresh Chandra Raikwar, Mohammad Alahmadi, Wajdi Alghamdi, Harpreet Singh, Prashant Singh Rana
Structure preserving loss function for single image super resolution. Displays 75 (2022)
Bharat Garg, Prashant Singh Rana, Vijaypal Singh Rathor
Significance driven inverse distance weighted filter to restore impulsive noise corrupted X-ray image. J. Ambient Intell. Humaniz. Comput. 13 (4) (2022)
Vibhuti, Neeru Jindal, Harpreet Singh, Prashant Singh Rana
Face mask detection in COVID-19: a strategic review. Multim. Tools Appl. 81 (28) (2022)
Gaurav Sharma, Prashant Singh Rana, Seema Bawa
Hybrid Machine Learning Models for Predicting Types of Human T-cell Lymphotropic Virus. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (4) (2021)
Raghav Magoo, Harpreet Singh, Neeru Jindal, Nishtha Hooda, Prashant Singh Rana
Deep learning-based bird eye view social distancing monitoring using surveillance video for curbing the COVID-19 spread. Neural Comput. Appl. 33 (22) (2021)
Basavraj Chinagundi, Muskaan Singh, Tirthankar Ghosal, Prashant Singh Rana, Guneet Singh Kohli
Classification of Hate Offensive and Profane content from Tweets using an Ensemble of Deep Contextualized and Domain Specific Representations. FIRE (Working Notes) (2021)
Guneet Singh Kohli, Prabsimran Kaur, Muskaan Singh, Tirthankar Ghosal, Prashant Singh Rana
ARGUABLY @ AI Debater-NLPCC 2021 Task 3: Argument Pair Extraction from Peer Review and Rebuttals. NLPCC (2) (2021)
Vishan Kumar Gupta, Prashant Singh Rana
Ensemble Technique for Toxicity Prediction of Small Drug Molecules of the Antioxidant Response Element Signalling Pathway. Comput. J. 64 (12) (2021)
Sanju Kumari, Neeraj Kumar, Prashant Singh Rana
Big Data Analytics for Energy Consumption Prediction in Smart Grid Using Genetic Algorithm and Long Short Term Memory. Comput. Informatics 40 (1) (2021)
Deepika Sirohi, Neeraj Kumar, Prashant Singh Rana
Convolutional neural networks for 5G-enabled Intelligent Transportation System : A systematic review. Comput. Commun. 153 (2020)
Akanksha Sharma, Neeru Jindal, Prashant Singh Rana
Potential of generative adversarial net algorithms in image and video processing applications- a survey. Multim. Tools Appl. 79 (37-38) (2020)
Ashish Rana, Taranveer Singh, Harpreet Singh, Neeraj Kumar, Prashant Singh Rana
Exploring Cell counting with Neural Arithmetic Logic Units. CoRR (2020)
Jasminder Kaur Sandhu, Anil Kumar Verma, Prashant Singh Rana
An Expert Approach for Data Flow Prediction: Case Study of Wireless Sensor Networks. Wirel. Pers. Commun. 112 (1) (2020)
Ravneet Kaur Sidhu, Ravinder Kumar, Prashant Singh Rana
Machine learning based crop water demand forecasting using minimum climatological data. Multim. Tools Appl. 79 (19-20) (2020)
Nishtha Hooda, Seema Bawa, Prashant Singh Rana
Optimizing Fraudulent Firm Prediction Using Ensemble Machine Learning: A Case Study of an External Audit. Appl. Artif. Intell. 34 (1) (2020)
Jasminder Kaur Sandhu, Anil Kumar Verma, Prashant Singh Rana
Enhancing dependability of wireless sensor network under flooding attack: a machine learning perspective. Int. J. Ad Hoc Ubiquitous Comput. 33 (2) (2020)
Rakesh Singh, Prashant Singh Rana, Neeru Jindal
A novel approach for detecting roundabouts in maps based on analysis of core map data. Multim. Tools Appl. 79 (41-42) (2020)
Taranveer Singh, Alakh Singh Sethi, Harpreet Singh, Prashant Singh Rana, Neeraj Kumar, Mohammad S. Obaidat
Two-Tier Ensemble Model for Demand Side Prediction in Smart Grid Environment. GLOBECOM (2019)
Anil Kumar, Gaurav Kabra, Eswara Krishna Mussada, Manoj Kumar Dash, Prashant Singh Rana
Combined artificial bee colony algorithm and machine learning techniques for prediction of online consumer repurchase intention. Neural Comput. Appl. 31 (S-2) (2019)
Pranav Pratap Singh, Rahul Kaushik, Harpreet Singh, Neeraj Kumar, Prashant Singh Rana
Convolutional Neural Networks Based Plant Leaf Diseases Detection Scheme. GLOBECOM Workshops (2019)
Shubham Arora, Siddharth Goel, Prateek Chhikara, Harpreet Singh, Neeraj Kumar, Prashant Singh Rana
An Efficient Scheme for Wireless Charging of Electric Vehicles Using RFID with an Optimal Path Planning. GLOBECOM Workshops (2019)
Vishan Kumar Gupta, Prashant Singh Rana
Toxicity prediction of small drug molecules of androgen receptor using multilevel ensemble model. J. Bioinform. Comput. Biol. 17 (5) (2019)
Rishith Rayal, Divya Khanna, Jasminder Kaur Sandhu, Nishtha Hooda, Prashant Singh Rana
N-semble: neural network based ensemble approach. Int. J. Mach. Learn. Cybern. 10 (2) (2019)
Vishan Kumar Gupta, Prashant Singh Rana
Toxicity prediction of small drug molecules of aryl hydrocarbon receptor using a proposed ensemble model. Turkish J. Electr. Eng. Comput. Sci. 27 (4) (2019)
Jasminder Kaur Sandhu, Anil Kumar Verma, Prashant Singh Rana
A Data-Driven Framework for Survivable Wireless Sensor Networks. IC3 (2018)
Shifali Sharma, Shatrughan Modi, Prashant Singh Rana, Jhilik Bhattacharya
Hand Gesture Recognition Using Gaussian Threshold and Different SVM Kernels. ICACDS (2) (2018)
Jasminder Kaur Sandhu, Anil Kumar Verma, Prashant Singh Rana
A Novel Framework for Reliable Network Prediction of Small Scale Wireless Sensor Networks (SSWSNs). Fundam. Informaticae 160 (3) (2018)
Nishtha Hooda, Seema Bawa, Prashant Singh Rana
FSE framework for high dimensional imbalanced data: A case study for drug toxicity prediction. Neurocomputing 276 (2018)
Nishtha Hooda, Seema Bawa, Prashant Singh Rana
Fraudulent Firm Classification: A Case Study of an External Audit. Appl. Artif. Intell. 32 (1) (2018)
Yadunath Pathak, Prashant Singh Rana, P. K. Singh, Mukesh Saraswat
Protein structure prediction (RMSD ≤ 5 Å) using machine learning models. Int. J. Data Min. Bioinform. 14 (1) (2016)
Saurav Kumar, Satvik Gupta, Vishvender Singh, Mohit Khokhar, Prashant Singh Rana
Parameter Optimization for H.265/HEVC Encoder Using NSGA II. SocProS (2) (2016)
Pratibha Sharma, Jagmeet Kaur, Vinay Arora, Prashant Singh Rana
Information Retrieval in Web Crawling Using Population Based, and Local Search Based Meta-heuristics: A Review. SocProS (2) (2016)
Prashant Singh Rana, Harish Sharma, Mahua Bhattacharya, Anupam Shukla
Quality assessment of modeled protein structure using physicochemical properties. J. Bioinform. Comput. Biol. 13 (2) (2015)
Ashish Kumar, Deepak Garg, Prashant Singh Rana
Ensemble approach to detect profile injection attack in recommender system. ICACCI (2015)
Paritosh Pantola, Anju Bala, Prashant Singh Rana
Consensus based ensemble model for spam detection. ICACCI (2015)
Vishal Sharma, Rajesh Kumar, Prashant Singh Rana
Self-Healing Neural Model for Stabilization Against Failures Over Networked UAVs. IEEE Commun. Lett. 19 (11) (2015)
Prashant Singh Rana, Sandeep Kumar Jain, Mahua Bhattacharya, Anupam Shukla
(n = 2 - 22) using nature inspired algorithms: a performance study. Int. J. Adv. Intell. Paradigms 5 (1/2) (2013)
Prashant Singh Rana, Harish Sharma, Mahua Bhattacharya, Anupam Shukla
Guided Reproduction in Differential Evolution. SEAL (2012)
Prashant Singh Rana, Kavita Sharma, Mahua Bhattacharya, Anupam Shukla, Harish Sharma
A Diversity-Based Comparative Study for Advance Variants of Differential Evolution. SocProS (2012)
Munesh Singh Chauhan, Ashish Negi, Prashant Singh Rana
Fractal Image Compression Using Dynamically Pipelined GPU Clusters. SocProS (2012)