Vasile Palade
Orcid: 0000-0002-6768-8394Affiliations:
- University of Oxford, UK
According to our database1,
Vasile Palade
authored at least 212 papers
between 1998 and 2024.
Collaborative distances:
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Bibliography
2024
Farmland Segmentation in Landsat 8 Satellite Images Using Deep Learning and Conditional Generative Adversarial Networks.
Remote. Sens., March, 2024
Graphical Consensus-Based Sharding for Efficient and Secure Sharings in Blockchain-Enabled Internet of Vehicles.
IEEE Trans. Veh. Technol., 2024
Spectral-Spatial Classification With Naive Bayes and Adaptive FFT for Improved Classification Accuracy of Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
Editorial: Foreword to the Special Issue on Artificial Intelligence for Hyper- and Multispectral Remote Sensing Image Processing.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
IEEE Access, 2024
2023
USMA-BOF: A Novel Bag-of-Features Algorithm for Classification of Infected Plant Leaf Images in Precision Agriculture.
IEEE Robotics Autom. Mag., December, 2023
Mach. Learn. Knowl. Extr., December, 2023
Neural Comput. Appl., October, 2023
Multi-view subspace clustering network with block diagonal and diverse representation.
Inf. Sci., May, 2023
Artificial Intelligence for skeleton-based physical rehabilitation action evaluation: A systematic review.
Comput. Biol. Medicine, May, 2023
IEEE Trans. Knowl. Data Eng., March, 2023
Continual relation extraction via linear mode connectivity and interval cross training.
Knowl. Based Syst., March, 2023
Deep neural networks in the cloud: Review, applications, challenges and research directions.
Neurocomputing, 2023
Quantum-behaved particle swarm optimization with dynamic grouping searching strategy.
Intell. Data Anal., 2023
A hybrid quantum-behaved particle swarm optimization solution to non-convex economic load dispatch with multiple fuel types and valve-point effects.
Intell. Data Anal., 2023
CoRR, 2023
Deep Learning Based Forecasting of COVID-19 Hospitalisation in England: A Comparative Analysis.
Proceedings of the International Conference on Machine Learning and Applications, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
2022
Leveraging Arabic sentiment classification using an enhanced CNN-LSTM approach and effective Arabic text preparation.
J. King Saud Univ. Comput. Inf. Sci., November, 2022
IEEE Trans. Intell. Transp. Syst., 2022
IEEE ACM Trans. Comput. Biol. Bioinform., 2022
Sensors, 2022
Resilient Consensus Control Design for DC Microgrids against False Data Injection Attacks Using a Distributed Bank of Sliding Mode Observers.
Sensors, 2022
Knowl. Inf. Syst., 2022
J. Comput. Aided Mol. Des., 2022
Artificial Intelligence in Cars: How Close Yet Far Are We from Fully Autonomous Vehicles?
Int. J. Artif. Intell. Tools, 2022
An agent-based optimisation approach for vehicle routing problem with unique vehicle location and depot.
Expert Syst. Appl., 2022
R-WhONet: Recalibrated Wheel Odometry Neural Network for Vehicular Positioning using Transfer Learning.
CoRR, 2022
Comput. Electr. Eng., 2022
Parallel multi-swarm cooperative particle swarm optimization for protein-ligand docking and virtual screening.
BMC Bioinform., 2022
Improving the Pedestrian Detection Performance in the Absence of Rich Training Datasets: A UK Case Study.
Adv. Artif. Intell. Mach. Learn., 2022
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022
2021
Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health.
IEEE Trans. Neural Networks Learn. Syst., 2021
Generative Adversarial Network-Based Scheme for Diagnosing Faults in Cyber-Physical Power Systems.
Sensors, 2021
Pedestrian and Vehicle Detection in Autonomous Vehicle Perception Systems - A Review.
Sensors, 2021
Sensors, 2021
Neural Networks, 2021
Int. J. Mach. Learn. Cybern., 2021
J. Chem. Inf. Model., 2021
Attention-based word embeddings using Artificial Bee Colony algorithm for aspect-level sentiment classification.
Inf. Sci., 2021
Int. J. Imaging Syst. Technol., 2021
A New Fuzzy Knowledge-based Optimisation System for Management of Container Yard Operations.
Int. J. Artif. Intell. Tools, 2021
WhONet: Wheel Odometry neural Network for vehicular localisation in GNSS-deprived environments.
Eng. Appl. Artif. Intell., 2021
WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments.
CoRR, 2021
Efficient activity recognition using lightweight CNN and DS-GRU network for surveillance applications.
Appl. Soft Comput., 2021
Adversarial Learning on Incomplete and Imbalanced Medical Data for Robust Survival Prediction of Liver Transplant Patients.
IEEE Access, 2021
Proceedings of the 4th International Conference on Signal Processing and Information Security, 2021
Using Generative Adversarial Networks and Non-Roadside Video Data to Generate Pedestrian Crossing Scenarios.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021
2020
Image Processing and Machine Learning Techniques for Diabetic Retinopathy Detection: A Review.
AI and ML for Digital Pathology, 2020
AI and ML for Digital Pathology, 2020
IEEE Trans. Ind. Informatics, 2020
DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios.
IEEE Trans. Ind. Informatics, 2020
Quantum Inf. Process., 2020
Neural Comput. Appl., 2020
CoRR, 2020
Learning to Localise Automated Vehicles in Challenging Environments using Inertial Navigation Systems (INS).
CoRR, 2020
Parts of Speech Tagging in NLP: Runtime Optimization with Quantum Formulation and ZX Calculus.
CoRR, 2020
Diversity-guided Lamarckian random drift particle swarm optimization for flexible ligand docking.
BMC Bioinform., 2020
Proceedings of the Intelligent Computing, 2020
Emotion Recognition from Face Images in an Unconstrained Environment for usage on Social Robots.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Learning Uncertainties in Wheel Odometry for Vehicular Localisation in GNSS Deprived Environments.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020
2019
An Effective Method of Weld Defect Detection and Classification Based on Machine Vision.
IEEE Trans. Ind. Informatics, 2019
Future Gener. Comput. Syst., 2019
Eng. Appl. Artif. Intell., 2019
An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor.
CoRR, 2019
Comput. J., 2019
Interactive machine learning: experimental evidence for the human in the algorithmic loop - A case study on Ant Colony Optimization.
Appl. Intell., 2019
Hierarchical Clustering Based Band Selection Algorithm for Hyperspectral Face Recognition.
IEEE Access, 2019
Distributed Contribution-Based Quantum-Behaved Particle Swarm Optimization With Controlled Diversity for Large-Scale Global Optimization Problems.
IEEE Access, 2019
Proceedings of the Advances in Swarm Intelligence - 10th International Conference, 2019
Proceedings of the International Joint Conference on Neural Networks, 2019
Deep Convolutional Neural Networks for Text Localisation in Figures From Biomedical Literature.
Proceedings of the International Joint Conference on Neural Networks, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Design of a Cost-Effective Deep Convolutional Neural Network-Based Scheme for Diagnosing Faults in Smart Grids.
Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019
Collaborative diversity control strategy for random drift particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation.
Proceedings of the Machine Learning and Knowledge Extraction, 2019
2018
Quantum Inf. Process., 2018
A hybrid deep learning neural approach for emotion recognition from facial expressions for socially assistive robots.
Neural Comput. Appl., 2018
Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data.
Int. J. Fuzzy Syst., 2018
A Constrained Fuzzy Knowledge-Based System for the Management of Container Yard Operations.
Int. J. Fuzzy Syst., 2018
Int. J. Artif. Intell. Tools, 2018
Int. J. Artif. Intell. Tools, 2018
Editorial for Special Issue on "Hybrid Evolutionary and Swarm Techniques for Big Data Analytics and Applications".
Big Data Res., 2018
EAI Endorsed Trans. Ambient Syst., 2018
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018
Proceedings of the 2018 International Joint Conference on Neural Networks, 2018
Proceedings of the Neural Information Processing - 25th International Conference, 2018
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018
Proceedings of the 2nd International Conference on Digital Signal Processing, 2018
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018
Proceedings of the 2018 International Conference on Advances in Computing, 2018
Proceedings of the Database Systems for Advanced Applications, 2018
Proceedings of the Machine Learning and Knowledge Extraction, 2018
Proceedings of the IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition, 2018
Proceedings of the Applications of Big Data Analytics, Trends, Issues, and Challenges., 2018
2017
Guest Editorial Special Issue on Fuzzy Techniques in Financial Modeling and Simulation.
IEEE Trans. Fuzzy Syst., 2017
Emergency management using geographic information systems: application to the first Romanian traveling salesman problem instance.
Knowl. Inf. Syst., 2017
A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop.
CoRR, 2017
CoRR, 2017
Stacked deep convolutional auto-encoders for emotion recognition from facial expressions.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 16th IEEE International Conference on Machine Learning and Applications, 2017
A Personalized Learning Recommendation System Architecture for Learning Management System.
Proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 2017
Proceedings of the 1st International Workshop on Arabic Script Analysis and Recognition, 2017
2016
Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening.
Neural Comput. Appl., 2016
Eng. Appl. Artif. Intell., 2016
Combining graph embedding and sparse regression with structure low-rank representation for semi-supervised learning.
Complex Adapt. Syst. Model., 2016
Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing.
Brain Informatics, 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016
Proceedings of the Engineering Applications of Neural Networks, 2016
Proceedings of the 9th International Conference on Developments in eSystems Engineering, 2016
Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach.
Proceedings of the Availability, Reliability, and Security in Information Systems, 2016
2015
Adaptive Web QoS controller based on online system identification using quantum-behaved particle swarm optimization.
Soft Comput., 2015
Random drift particle swarm optimization algorithm: convergence analysis and parameter selection.
Mach. Learn., 2015
Uncovering highly obfuscated plagiarism cases using fuzzy semantic-based similarity model.
J. King Saud Univ. Comput. Inf. Sci., 2015
Evolutionary sampling: A novel way of machine learning within a probabilistic framework.
Inf. Sci., 2015
Proposal for the creation of a research facility for the development of the SP machine.
CoRR, 2015
Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering.
Proceedings of the 14th IEEE International Conference on Machine Learning and Applications, 2015
Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing.
Proceedings of the Engineering Applications of Neural Networks, 2015
Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing.
Proceedings of the Brain Informatics and Health - 8th International Conference, 2015
Proceedings of the Towards Integrative Machine Learning and Knowledge Extraction, 2015
2014
Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining.
Proceedings of the Interactive Knowledge Discovery and Data Mining in Biomedical Informatics, 2014
Solving the Power Economic Dispatch Problem With Generator Constraints by Random Drift Particle Swarm Optimization.
IEEE Trans. Ind. Informatics, 2014
Multiple Sequence Alignment with HiddenMarkov Models Learned by Random DriftParticle Swarm Optimization.
IEEE ACM Trans. Comput. Biol. Bioinform., 2014
Neurocomputing, 2014
Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios.
Expert Syst. Appl., 2014
Biochemical systems identification by a random drift particle swarm optimization approach.
BMC Bioinform., 2014
Appl. Soft Comput., 2014
Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques.
Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the Engineering Applications of Neural Networks, 2014
2013
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics.
Inf. Sci., 2013
Dense Structural Expectation maximisation with Parallelisation for Efficient Large-Network Structural Inference.
Int. J. Artif. Intell. Tools, 2013
2012
Selection of Significant On-Road Sensor Data for Short-Term Traffic Flow Forecasting Using the Taguchi Method.
IEEE Trans. Ind. Informatics, 2012
Adjusted Geometric-mean: a Novel Performance Measure for Imbalanced Bioinformatics Datasets Learning.
J. Bioinform. Comput. Biol., 2012
Using structural information and citation evidence to detect significant plagiarism cases in scientific publications.
J. Assoc. Inf. Sci. Technol., 2012
Convergence analysis and improvements of quantum-behaved particle swarm optimization.
Inf. Sci., 2012
Tracking Multiple Optima in Dynamic Environments by Quantum-Behavior Particle Swarm Using Speciation.
Int. J. Swarm Intell. Res., 2012
Quantum-Behaved Particle Swarm Optimization: Analysis of Individual Particle Behavior and Parameter Selection.
Evol. Comput., 2012
Training ANFIS Parameters with a Quantum-behaved Particle Swarm Optimization Algorithm.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Int. J. Artif. Intell. Tools, 2011
Ensemble of Elman neural networks and support vector machines for reverse engineering of gene regulatory networks.
Appl. Soft Comput., 2011
Quantum-behaved particle swarm optimization with Gaussian distributed local attractor point.
Appl. Math. Comput., 2011
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
2010
IEEE Trans. Fuzzy Syst., 2010
Efficient resampling methods for training support vector machines with imbalanced datasets.
Proceedings of the International Joint Conference on Neural Networks, 2010
On a Multiobjective Training Algorithm for RBF Networks Using Particle Swarm Optimization.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
GreenSim: A Network Simulator for Comprehensively Validating and Evaluating New Machine Learning Techniques for Network Structural Inference.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010
Multi-objective evolutionary algorithms based Interpretable Fuzzy models for microarray gene expression data analysis.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine, 2010
2009
Proceedings of the Foundations of Computational Intelligence, 2009
Neurocomputing, 2009
Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks.
Neurocomputing, 2009
<i>microPred</i>: effective classification of pre-miRNAs for human miRNA gene prediction.
Bioinform., 2009
Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference.
Proceedings of the Research and Development in Intelligent Systems XXVI, 2009
A New Performance Measure for Class Imbalance Learning. Application to Bioinformatics Problems.
Proceedings of the International Conference on Machine Learning and Applications, 2009
2008
Frontiers in Artificial Intelligence and Applications 170, IOS Press, ISBN: 978-1-58603-831-1, 2008
The Q -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem.
IEEE Trans. Neural Networks, 2008
Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008
An improved non-comparative classification method for human microRNA gene prediction.
Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, 2008
2007
A Neuro-Genetic Framework for Multi-Classifier Design: An Application to Promoter Recognition in DNA Sequences.
Proceedings of the Advances in Evolutionary Computing for System Design, 2007
Knowl. Based Syst., 2007
Building a Knowledge Base for Implementing a Web-Based Computerized Recommendation System.
Int. J. Artif. Intell. Tools, 2007
Neural Network Prediction of the Roll Motion of a Ship for Intelligent Course Control.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007
Genetic Algorithm Approach to Construction of Specialized Multi-Classifier Systems: Application to DNA Analysis.
Proceedings of the Frontiers in the Convergence of Bioscience and Information Technologies 2007, 2007
A Comprehensive Fuzzy-Based Framework for Cancer Microarray Data Gene Expression Analysis.
Proceedings of the 7th IEEE International Conference on Bioinformatics and Bioengineering, 2007
2006
Genetic algorithm convergence analysis using a unified representation of genes and the hamming distance.
Int. J. Knowl. Based Intell. Eng. Syst., 2006
Int. J. Hybrid Intell. Syst., 2006
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
A neural network based multi-classifier system for gene identification in DNA sequences.
Neural Comput. Appl., 2005
Human-like fault diagnosis using a neural network implementation of plausibility and relevance.
Neural Comput. Appl., 2005
Automatic fuzzy rule base generation for on-line handwritten alphanumeric character recognition.
Int. J. Knowl. Based Intell. Eng. Syst., 2005
J. Intell. Manuf., 2005
Studies in Fuzziness and Soft Computing 174, Springer, ISBN: 978-3-540-23219-3, 2005
2004
Int. J. Knowl. Based Intell. Eng. Syst., 2004
J. Intell. Fuzzy Syst., 2004
Blind Separation Of Mixed Kurtosis Signed Signals Using Partial Observations And Low Complexity Activation Functions.
Int. J. Comput. Intell. Appl., 2004
Proceedings of the Applied Soft Computing Technologies: The Challenge of Complexity, Proceedings of the 9th Online World Conference on Soft Computing in Industrial Applications (WSC9), September 20th, 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2004
2003
Neural Comput. Appl., 2003
Intelligent Optimal Control of a Biosynthesis Process Using a Neural Network Based Estimator.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003
2002
Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction.
Appl. Intell., 2002
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002
2001
Proceedings of the Computational Intelligence, 2001
2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
Proceedings of the Fourth International Conference on Knowledge-Based Intelligent Information Engineering Systems & Allied Technologies, 2000
1999
Proceedings of the 6th IEEE International Conference on Electronics, Circuits and Systems, 1999
Proceedings of the Computational Intelligence, 1999
1998
A method for compiling neural networks into fuzzy rules using genetic algorithms and hierarchical approach.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998