Mukesh Prasad

Orcid: 0000-0002-7745-9667

Affiliations:
  • University of Technology Sydney, Faculty of Engineering and Information Technology, Australia
  • National Chiao Tung University, Department of Computer Science, Taiwan (PhD 2015)


According to our database1, Mukesh Prasad authored at least 165 papers between 2012 and 2024.

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Bibliography

2024
HybOff: a Hybrid Offloading approach to improve load balancing in fog environments.
J. Cloud Comput., December, 2024

A Deep Dive into Robot Vision - An Integrative Systematic Literature Review Methodologies and Research Endeavor Practices.
ACM Comput. Surv., September, 2024

A Contextual Model for Visual Information Processing.
Comput., June, 2024

Early Parkinson's Disease Diagnosis through Hand-Drawn Spiral and Wave Analysis Using Deep Learning Techniques.
Inf., April, 2024

A generalized approach to construct node probability table for Bayesian belief network using fuzzy logic.
J. Supercomput., January, 2024

Supervised penalty-based aggregation applied to motor-imagery based brain-computer-interface.
Pattern Recognit., January, 2024

Landslide susceptibility assessment along the major transport corridor using decision tree model: a case study of Kullu-Rohtang Pass.
Int. J. Bus. Intell. Data Min., 2024

Explainable AI Methods for Multi-Omics Analysis: A Survey.
CoRR, 2024

VCP-CLIP: A visual context prompting model for zero-shot anomaly segmentation.
CoRR, 2024

A Novel Dual-Pipeline based Attention Mechanism for Multimodal Social Sentiment Analysis.
Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

ALMRR: Anomaly Localization Mamba on Industrial Textured Surface with Feature Reconstruction and Refinement.
Proceedings of the Pattern Recognition and Computer Vision - 7th Chinese Conference, 2024

Integration of Self-supervised BYOL in Semi-supervised Medical Image Recognition.
Proceedings of the Computational Science - ICCS 2024, 2024

Understanding Privacy in Smart Speakers: A Narrative Review.
Proceedings of the Information Security and Privacy - 29th Australasian Conference, 2024

DQSSA: A Quantum-Inspired Solution for Maximizing Influence in Online Social Networks (Student Abstract).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Influence Maximization in social networks using discretized Harris' Hawks Optimization algorithm.
Appl. Soft Comput., December, 2023

Recognition of multi-cognitive tasks from EEG signals using EMD methods.
Neural Comput. Appl., November, 2023

Reinforcement optimization for decentralized service placement policy in IoT-centric fog environment.
Trans. Emerg. Telecommun. Technol., November, 2023

Preference Neural Network.
IEEE Trans. Emerg. Top. Comput. Intell., October, 2023

Big data optimisation and management in supply chain management: a systematic literature review.
Artif. Intell. Rev., October, 2023

Explainable hybrid word representations for sentiment analysis of financial news.
Neural Networks, July, 2023

SS-CPGAN: Self-Supervised Cut-and-Pasting Generative Adversarial Network for Object Segmentation.
Sensors, April, 2023

Augmentation of Densest Subgraph Finding Unsupervised Feature Selection Using Shared Nearest Neighbor Clustering.
Algorithms, January, 2023

Thematic Analysis of Big Data in Financial Institutions Using NLP Techniques with a Cloud Computing Perspective: A Systematic Literature Review.
Inf., 2023

A Conceptual Design of an AI-Enabled Decision Support System for Analysing Donor Behaviour in Nonprofit Organisations.
Inf., 2023

Quantum Machine Learning for Security Assessment in the Internet of Medical Things (IoMT).
Future Internet, 2023

Self-Supervised Object Segmentation with a Cut-and-Pasting GAN.
CoRR, 2023

Ensemble Transfer Learning for Distinguishing Cognitively Normal and Mild Cognitive Impairment Patients Using MRI.
Algorithms, 2023

Deep Learning-Based Classification of Neurodegenerative Diseases Using Gait Dataset: A Comparative Study.
Proceedings of the International Conference on Robotics, Control and Vision Engineering, 2023

Towards a Design Framework for Conversational Agents for Diabetes Prevention.
Proceedings of the 35th Australian Computer-Human Interaction Conference, 2023

Intention of MOOCs Adoption, Completion and Continued Use.
Proceedings of the Advances in Web-Based Learning - ICWL 2023, 2023

CKS: A Community-Based K-shell Decomposition Approach Using Community Bridge Nodes for Influence Maximization (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

An Emotion-Guided Approach to Domain Adaptive Fake News Detection Using Adversarial Learning (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Design of a Fuzzy Adaptive Sliding Mode Control System for MEMS Tunable Capacitors in Voltage Reference Applications.
IEEE Trans. Fuzzy Syst., 2022

Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics.
IEEE Trans. Cogn. Dev. Syst., 2022

A Systematic Review on Healthcare Artificial Intelligent Conversational Agents for Chronic Conditions.
Sensors, 2022

A fuzzy rule-based efficient hospital bed management approach for coronavirus disease-19 infected patients.
Neural Comput. Appl., 2022

Data-driven mechanism based on fuzzy Lagrangian twin parametric-margin support vector machine for biomedical data analysis.
Neural Comput. Appl., 2022

Exploiting linguistic information from Nepali transcripts for early detection of Alzheimer's disease using natural language processing and machine learning techniques.
Int. J. Hum. Comput. Stud., 2022

Enhancing supply chain performance using RFID technology and decision support systems in the industry 4.0-A systematic literature review.
Int. J. Inf. Manag. Data Insights, 2022

CKS: A Community-based K-shell Decomposition Approach using Community Bridge Nodes for Influence Maximization.
CoRR, 2022

An Emotion-guided Approach to Domain Adaptive Fake News Detection using Adversarial Learning.
CoRR, 2022

Influence Maximization in Social Networks using Discretized Harris Hawks Optimization Algorithm and Neighbour Scout Strategy.
CoRR, 2022

A Spreader Ranking Algorithm for Extremely Low-budget Influence Maximization in Social Networks using Community Bridge Nodes.
CoRR, 2022

The Effectiveness of Social Media Engagement Strategy on Disaster Fundraising.
CoRR, 2022

Analysing Donors' Behaviour in Non-profit Organisations for Disaster Resilience: The 2019-2020 Australian Bushfires Case Study.
CoRR, 2022

Decision tree based user-centric security solution for critical IoT infrastructure.
Comput. Electr. Eng., 2022

Routing and scheduling optimization for UAV assisted delivery system: A hybrid approach.
Appl. Soft Comput., 2022

Citrus disease detection and classification using end-to-end anchor-based deep learning model.
Appl. Intell., 2022

A Novel Unsupervised Feature Selection Approach Using Genetic Algorithm on Partitioned Data.
Adv. Artif. Intell. Mach. Learn., 2022

Emotion-guided Cross-domain Fake News Detection using Adversarial Domain Adaptation.
Proceedings of the 19th International Conference on Natural Language Processing, 2022

2021
On the Utility of Power Spectral Techniques With Feature Selection Techniques for Effective Mental Task Classification in Noninvasive BCI.
IEEE Trans. Syst. Man Cybern. Syst., 2021

Multi-View Vehicle Detection Based on Fusion Part Model With Active Learning.
IEEE Trans. Intell. Transp. Syst., 2021

A Novel Quantum-Inspired Fuzzy Based Neural Network for Data Classification.
IEEE Trans. Emerg. Top. Comput., 2021

A Comprehensive Survey on Word Representation Models: From Classical to State-of-the-Art Word Representation Language Models.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

A Novel Algorithm for Capacitated Vehicle Routing Problem for Smart Cities.
Symmetry, 2021

Machine Learning Techniques for Differential Diagnosis of Vertigo and Dizziness: A Review.
Sensors, 2021

Subgroup Preference Neural Network.
Sensors, 2021

Remote Sensing Imagery Segmentation: A Hybrid Approach.
Remote. Sens., 2021

Computational approach to clinical diagnosis of diabetes disease: a comparative study.
Multim. Tools Appl., 2021

A robust real-time facial alignment system with facial landmarks detection and rectification for multimedia applications.
Multim. Tools Appl., 2021

A novel online self-learning system with automatic object detection model for multimedia applications.
Multim. Tools Appl., 2021

Deep transfer learning for alzheimer neurological disorder detection.
Multim. Tools Appl., 2021

Stock Market Analysis with Text Data: A Review.
CoRR, 2021

Green computing in IoT: Time slotted simultaneous wireless information and power transfer.
Comput. Commun., 2021

An Overview of Conversational Agent: Applications, Challenges and Future Directions.
Proceedings of the 17th International Conference on Web Information Systems and Technologies, 2021

Automated Threat Objects Detection with Synthetic Data for Real-Time X-ray Baggage Inspection.
Proceedings of the International Joint Conference on Neural Networks, 2021

Zero-Shot Learning with Missing Attributes using Semantic Correlations.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Comparative Study of Machine Learning and NLP Techniques for Uses of Stop Words by Patients in Diagnosis of Alzheimer's Disease.
Proceedings of the International Joint Conference on Neural Networks, 2021

A Novel Fabric Defect Detection Network Based on Attention Mechanism and Multi-Task Fusion.
Proceedings of the 7th IEEE International Conference on Network Intelligence and Digital Content, 2021

Multilevel Color Image Segmentation using Modified Fuzzy Entropy and Cuckoo Search Algorithm.
Proceedings of the 30th IEEE International Conference on Fuzzy Systems, 2021

Sustainability of Load Balancing Techniques in Fog Computing Environment: Review.
Proceedings of the 18th International Conference on Mobile Systems and Pervasive Computing (MobiSPC 2021) / The 16th International Conference on Future Networks and Communications (FNC-2021) / The 11th International Conference on Sustainable Energy Information Technology, 2021

Factors Influencing Artificial Intelligence Conversational Agents Usage in the E-commerce Field: A Systematic Literature Review.
Proceedings of the Australasian Conference on Information Systems, 2021

2020
Influence of Time Pressure on Inhibitory Brain Control During Emergency Driving.
IEEE Trans. Syst. Man Cybern. Syst., 2020

Machine Learning Techniques for the Diagnosis of Alzheimer's Disease: A Review.
ACM Trans. Multim. Comput. Commun. Appl., 2020

EEG data analysis with stacked differentiable neural computers.
Neural Comput. Appl., 2020

Planning Above the API Clouds Before Flying Above the Clouds: A Real-Time Personalized Air Travel Planning Approach.
Int. J. Parallel Program., 2020

A hierarchical meta-model for multi-class mental task based brain-computer interfaces.
Neurocomputing, 2020

Fuzzy knowledge based performance analysis on big data.
Neurocomputing, 2020

Characteristic of enterprise collaboration system and its implementation issues in business management.
Int. J. Bus. Intell. Data Min., 2020

Salient Object Detection Techniques in Computer Vision - A Survey.
Entropy, 2020

Toward green computing in wireless sensor networks: prediction-oriented distributed clustering for non-uniform node distribution.
EURASIP J. Wirel. Commun. Netw., 2020

An Intelligent Automatic Human Detection and Tracking System Based on Weighted Resampling Particle Filtering.
Big Data Cogn. Comput., 2020

A Two-Phase Approach for Semi-Supervised Feature Selection.
Algorithms, 2020

X-Ray Baggage Inspection With Computer Vision: A Survey.
IEEE Access, 2020

Data-Driven Approach based on Feature Selection Technique for Early Diagnosis of Alzheimer's Disease.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Biomedical Named-Entity Recognition by Hierarchically Fusing BioBERT Representations and Deep Contextual-Level Word-Embedding.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

End-to-End Analysis for Text Detection and Recognition in Natural Scene Images.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Unconstrained Arabic Scene Text Analysis using Concurrent Invariant Points.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Detecting Alzheimer's Disease by Exploiting Linguistic Information from Nepali Transcript.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Identification and Classification of Cyberbullying Posts: A Recurrent Neural Network Approach Using Under-Sampling and Class Weighting.
Proceedings of the Neural Information Processing - 27th International Conference, 2020

Visualization Approach for Malware Classification with ResNeXt.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020

Weak Scratch Detection of Optical Components Using Attention Fusion Network.
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020

Multi-diseases Classification from Chest-X-ray: A Federated Deep Learning Approach.
Proceedings of the AI 2020: Advances in Artificial Intelligence, 2020

2019
Enhanced quantum-based neural network learning and its application to signature verification.
Soft Comput., 2019

Deep Sparse Representation Classifier for facial recognition and detection system.
Pattern Recognit. Lett., 2019

Subject adaptation network for EEG data analysis.
Appl. Soft Comput., 2019

Advanced Quantum Based Neural Network Classifier and Its Application for Objectionable Web Content Filtering.
IEEE Access, 2019

EOG-Based Eye Movement Classification and Application on HCI Baseball Game.
IEEE Access, 2019

A Generalized Enhanced Quantum Fuzzy Approach for Efficient Data Clustering.
IEEE Access, 2019

Regularized Universum twin support vector machine for classification of EEG Signal.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Tensor Decomposition for EEG Signals Retrieval.
Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Prostate Cancer Classification Based on Best First Search and Taguchi Feature Selection Method.
Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

A Robust Face Recognition System for One Sample Problem.
Proceedings of the Image and Video Technology - 9th Pacific-Rim Symposium, 2019

An Intelligent Customer Churn Prediction and Response Framework.
Proceedings of the 14th IEEE International Conference on Intelligent Systems and Knowledge Engineering, 2019

Exploring the Impact of Evolutionary Computing based Feature Selection in Suicidal Ideation Detection.
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

The Metrics to Evaluate the Health Status of OSS Projects Based on Factor Analysis.
Proceedings of the Computer Supported Cooperative Work and Social Computing, 2019

Influencing Human Behaviour to Optimise Energy in Commercial Buildings.
Proceedings of the Australasian Conference on Information Systems, 2019

2018
A Layered-Coevolution-Based Attribute-Boosted Reduction Using Adaptive Quantum-Behavior PSO and Its Consistent Segmentation for Neonates Brain Tissue.
IEEE Trans. Fuzzy Syst., 2018

Accurate Traffic Flow Prediction in Heterogeneous Vehicular Networks in an Intelligent Transport System Using a Supervised Non-Parametric Classifier.
Sensors, 2018

Virtualization in Wireless Sensor Networks: Fault Tolerant Embedding for Internet of Things.
IEEE Internet Things J., 2018

Hierarchical co-evolutionary clustering tree-based rough feature game equilibrium selection and its application in neonatal cerebral cortex MRI.
Expert Syst. Appl., 2018

Secure and Sustainable Load Balancing of Edge Data Centers in Fog Computing.
IEEE Commun. Mag., 2018

IoT-Based Wireless Polysomnography Intelligent System for Sleep Monitoring.
IEEE Access, 2018

Voice Navigation Effects on Real-World Lane Change Driving Analysis Using an Electroencephalogram.
IEEE Access, 2018

The Influence of Acute Stress on Brain Dynamics During Task Switching Activities.
IEEE Access, 2018

Building Scalable Cyber-Physical-Social Networking Infrastructure Using IoT and Low Power Sensors.
IEEE Access, 2018

Edge of Things: The Big Picture on the Integration of Edge, IoT and the Cloud in a Distributed Computing Environment.
IEEE Access, 2018

Robust Feature-Based Automated Multi-View Human Action Recognition System.
IEEE Access, 2018

A Comparative Study of Machine Learning Techniques for Credit Card Fraud Detection Based on Time Variance.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

A Time Efficient Model for Region of Interest Extraction in Real Time Traffic Signs Recognition System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Fusion based En-FEC Transfer Learning Approach for Automobile Parts Recognition System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Kernel Target Alignment based Fuzzy Least Square Twin Bounded Support Vector Machine.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Improved 2-norm Based Fuzzy Least Squares Twin Support Vector Machine.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018

Big Data Analytics based on PANFIS MapReduce.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

A fast and self-adaptive on-line learning detection system.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Online video streaming for human tracking based on weighted resampling particle filter.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference System.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

Wind Speed Intervals Prediction using Meta-cognitive Approach.
Proceedings of the INNS Conference on Big Data and Deep Learning 2018, 2018

GAN2C: Information Completion GAN with Dual Consistency Constraints.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Multi-view Vehicle Detection based on Part Model with Active Learning.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Utilizing Information from Task-Independent Aspects via GAN-Assisted Knowledge Transfer.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Study of Clinical Staging and Classification of Retinal Images for Retinopathy of Prematurity (ROP) Screening.
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Building Scalable Mobile Edge Computing by Enhancing Quality of Services.
Proceedings of the 2018 International Conference on Innovations in Information Technology (IIT), 2018

A Chain Topology for Efficient Monitoring of Food Grain Storage using Smart Sensors.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

Sustained Attention Driving Task Analysis based on Recurrent Residual Neural Network using EEG Data.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

2017
Soft-Boosted Self-Constructing Neural Fuzzy Inference Network.
IEEE Trans. Syst. Man Cybern. Syst., 2017

A New Mechanism for Data Visualization with Tsk-Type Preprocessed Collaborative Fuzzy Rule Based System.
J. Artif. Intell. Soft Comput. Res., 2017

A review of clustering techniques and developments.
Neurocomputing, 2017

An Investigation on Biometric Internet Security.
Int. J. Netw. Secur., 2017

Real traffic-data based evaluation of vehicular traffic environment and state-of-the-art with future issues in location-centric data dissemination for VANETs.
Digit. Commun. Networks, 2017

MSGR: A Mode-Switched Grid-Based Sustainable Routing Protocol for Wireless Sensor Networks.
IEEE Access, 2017

Fuzzy logic hybrid model with semantic filtering approach for pseudo relevance feedback-based query expansion.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

A fuzzy based Lagrangian twin parametric-margin support vector machine (FLTPMSVM).
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Fast Deformable Model for Pedestrian Detection with Haar-like features.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Block-based feature extraction model for early fire detection.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Brain dynamic states analysis based on 3D convolutional neural network.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

A method to enhance the deep learning in an aerial image.
Proceedings of the 2017 International Symposium on Intelligent Signal Processing and Communication Systems, 2017

Classification of diabetic retinopathy using textural features in retinal color fundus image.
Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering, 2017

Automatic Multi-view Action Recognition with Robust Features.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Robust Facial Alignment for Face Recognition.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Deep Learning Based Face Recognition with Sparse Representation Classification.
Proceedings of the Neural Information Processing - 24th International Conference, 2017

Estimation of SSVEP-based EEG complexity using inherent fuzzy entropy.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017

2016
Attribute Equilibrium Dominance Reduction Accelerator (DCCAEDR) Based on Distributed Coevolutionary Cloud and Its Application in Medical Records.
IEEE Trans. Syst. Man Cybern. Syst., 2016

Self-adjusting feature maps network and its applications.
Neurocomputing, 2016

A Novel Fuzzy Logic Model for Pseudo-Relevance Feedback-Based Query Expansion.
Int. J. Fuzzy Syst., 2016

Internet of Vehicles: Motivation, Layered Architecture, Network Model, Challenges, and Future Aspects.
IEEE Access, 2016

2015
An Improved Polynomial Neural Network Classifier Using Real-Coded Genetic Algorithm.
IEEE Trans. Syst. Man Cybern. Syst., 2015

A new data-driven neural fuzzy system with collaborative fuzzy clustering mechanism.
Neurocomputing, 2015

Novel Data Knowledge Representation with TSK-Type Preprocessed Collaborative Fuzzy Rule Based System.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

2014
EEG-based driving fatigue prediction system using functional-link-based fuzzy neural network.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A preprocessed induced partition matrix based collaborative fuzzy clustering for data analysis.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Takagi-Sugeno-Kang type collaborative fuzzy rule based system.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Collaborative fuzzy rule learning for Mamdani type fuzzy inference system with mapping of cluster centers.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Control and Automation, 2014

2013
Vertical Collaborative Fuzzy C-Means for Multiple EEG Data Sets.
Proceedings of the Intelligent Robotics and Applications - 6th International Conference, 2013

2012
Face recognition using nonparametric-weighted Fisherfaces.
EURASIP J. Adv. Signal Process., 2012


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