Prashant Singh Rana

Orcid: 0000-0002-0142-7925

According to our database1, Prashant Singh Rana authored at least 63 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Robust evaluation of GPU compute instances for HPC and AI in the cloud: a TOPSIS approach with sensitivity, bootstrapping, and non-parametric analysis.
Computing, December, 2024

Migration of containers on the basis of load prediction with dynamic inertia weight based PSO algorithm.
Clust. Comput., December, 2024

Multivariate time series ensemble model for load prediction on hosts using anomaly detection techniques.
Clust. Comput., November, 2024

Traffic Rerouting Optimization Using Scheduling Algorithms.
SN Comput. Sci., August, 2024

Enhanced spatio-temporal 3D CNN for facial expression classification in videos.
Multim. Tools Appl., January, 2024

Self configuring mobile agent-based intrusion detection using hybrid optimized with Deep LSTM.
Knowl. Based Syst., 2024

Border-hunting optimization for mobile agent-based intrusion detection with deep convolutional neural network.
Concurr. Comput. Pract. Exp., 2024

VIVAS: An Ergonomic Low-Cost High-Resolution Portable Vein Finder for Phlebotomy.
IEEE Access, 2024

Comparative Analysis of Pretrained Models for Text Classification, Generation and Summarization: A Detailed Analysis.
Proceedings of the Pattern Recognition - 27th International Conference, 2024

2023
A novel approach to identify kink in 2D map using the spline technique on real map data.
Multim. Tools Appl., December, 2023

Federated learning for 6G-enabled secure communication systems: a comprehensive survey.
Artif. Intell. Rev., October, 2023

An Approach for Validating Roundabout Using Spline and Curvature for Map Data.
Wirel. Pers. Commun., September, 2023

Real-Time Traffic Light Optimization Using Simulation of Urban Mobility.
SN Comput. Sci., September, 2023

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., January, 2023

A deep learning based ensemble approach for protein allergen classification.
PeerJ Comput. Sci., 2023

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., 2023

Predictive Maintenance of Armoured Vehicles using Machine Learning Approaches.
CoRR, 2023

Enhancing Performance of Deep Learning Models with a Novel Data Augmentation Approach.
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

2022
Multimodal Biometric for Person Identification Using Deep Learning Approach.
Wirel. Pers. Commun., 2022

Face mask detection in COVID-19: a strategic review.
Multim. Tools Appl., 2022

Quantifying prognosis severity of COVID-19 patients from deep learning based analysis of CT chest images.
Multim. Tools Appl., 2022

Significance driven inverse distance weighted filter to restore impulsive noise corrupted X-ray image.
J. Ambient Intell. Humaniz. Comput., 2022

Structure preserving loss function for single image super resolution.
Displays, 2022

A Review: The Study and Analysis of Neural Style Transfer in Image.
Proceedings of the Computer Vision and Machine Intelligence, 2022

RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification.
Proceedings of the Workshop on Scientific Document Understanding co-located with 36th AAAI Conference on Artificial Inteligence, 2022

2021
Hybrid Machine Learning Models for Predicting Types of Human T-cell Lymphotropic Virus.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021

Deep learning-based bird eye view social distancing monitoring using surveillance video for curbing the COVID-19 spread.
Neural Comput. Appl., 2021

Ensemble Technique for Toxicity Prediction of Small Drug Molecules of the Antioxidant Response Element Signalling Pathway.
Comput. J., 2021

Big Data Analytics for Energy Consumption Prediction in Smart Grid Using Genetic Algorithm and Long Short Term Memory.
Comput. Informatics, 2021

ARGUABLY @ AI Debater-NLPCC 2021 Task 3: Argument Pair Extraction from Peer Review and Rebuttals.
Proceedings of the Natural Language Processing and Chinese Computing, 2021

Classification of Hate Offensive and Profane content from Tweets using an Ensemble of Deep Contextualized and Domain Specific Representations.
Proceedings of the Working Notes of FIRE 2021, 2021

2020
An Expert Approach for Data Flow Prediction: Case Study of Wireless Sensor Networks.
Wirel. Pers. Commun., 2020

A novel approach for detecting roundabouts in maps based on analysis of core map data.
Multim. Tools Appl., 2020

Machine learning based crop water demand forecasting using minimum climatological data.
Multim. Tools Appl., 2020

Potential of generative adversarial net algorithms in image and video processing applications- a survey.
Multim. Tools Appl., 2020

Enhancing dependability of wireless sensor network under flooding attack: a machine learning perspective.
Int. J. Ad Hoc Ubiquitous Comput., 2020

Exploring Cell counting with Neural Arithmetic Logic Units.
CoRR, 2020

Convolutional neural networks for 5G-enabled Intelligent Transportation System : A systematic review.
Comput. Commun., 2020

Optimizing Fraudulent Firm Prediction Using Ensemble Machine Learning: A Case Study of an External Audit.
Appl. Artif. Intell., 2020

2019
Combined artificial bee colony algorithm and machine learning techniques for prediction of online consumer repurchase intention.
Neural Comput. Appl., 2019

N-semble: neural network based ensemble approach.
Int. J. Mach. Learn. Cybern., 2019

Toxicity prediction of small drug molecules of androgen receptor using multilevel ensemble model.
J. Bioinform. Comput. Biol., 2019

Toxicity prediction of small drug molecules of aryl hydrocarbon receptor using a proposed ensemble model.
Turkish J. Electr. Eng. Comput. Sci., 2019

Two-Tier Ensemble Model for Demand Side Prediction in Smart Grid Environment.
Proceedings of the 2019 IEEE Global Communications Conference, 2019

Convolutional Neural Networks Based Plant Leaf Diseases Detection Scheme.
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

An Efficient Scheme for Wireless Charging of Electric Vehicles Using RFID with an Optimal Path Planning.
Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

2018
B<sup>2</sup>FSE framework for high dimensional imbalanced data: A case study for drug toxicity prediction.
Neurocomputing, 2018

A Novel Framework for Reliable Network Prediction of Small Scale Wireless Sensor Networks (SSWSNs).
Fundam. Informaticae, 2018

Fraudulent Firm Classification: A Case Study of an External Audit.
Appl. Artif. Intell., 2018

Hand Gesture Recognition Using Gaussian Threshold and Different SVM Kernels.
Proceedings of the Advances in Computing and Data Science, 2018

A Data-Driven Framework for Survivable Wireless Sensor Networks.
Proceedings of the 2018 Eleventh International Conference on Contemporary Computing, 2018

2017
BAT and Hybrid BAT Meta-Heuristic for Quality of Service-Based Web Service Selection.
J. Intell. Syst., 2017

2016
Protein structure prediction (RMSD ≤ 5 Å) using machine learning models.
Int. J. Data Min. Bioinform., 2016

Information Retrieval in Web Crawling Using Population Based, and Local Search Based Meta-heuristics: A Review.
Proceedings of Sixth International Conference on Soft Computing for Problem Solving, 2016

Parameter Optimization for H.265/HEVC Encoder Using NSGA II.
Proceedings of Sixth International Conference on Soft Computing for Problem Solving, 2016

2015
Quality assessment of modeled protein structure using physicochemical properties.
J. Bioinform. Comput. Biol., 2015

Self-Healing Neural Model for Stabilization Against Failures Over Networked UAVs.
IEEE Commun. Lett., 2015

Consensus based ensemble model for spam detection.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

Ensemble approach to detect profile injection attack in recommender system.
Proceedings of the 2015 International Conference on Advances in Computing, 2015

2013
Structure stability analysis of Ni<sub>n</sub>(n = 2 - 22) using nature inspired algorithms: a performance study.
Int. J. Adv. Intell. Paradigms, 2013

2012
A Diversity-Based Comparative Study for Advance Variants of Differential Evolution.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Fractal Image Compression Using Dynamically Pipelined GPU Clusters.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Guided Reproduction in Differential Evolution.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012


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