Vasile Palade

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A Combined CNN and LSTM Model for Arabic Sentiment Analysis pdf

Matthew England, Rahat Iqbal, Abdulaziz M. Alayba, 2018, CD-MAKE.

Self-Supervised Transformers for Activity Classification using Ambient Sensors pdf

Vasile Palade, Luke Hicks, Ariel Ruiz-Garcia, 2020, ArXiv.

Attention-based word embeddings using Artificial Bee Colony algorithm for aspect-level sentiment classification

Yan Wang, Vasile Palade, Zhicheng Ji, 2021, Inf. Sci..

Predictability of fuzzy compiled models for real time expert control systems

Vasile Palade, 1998 .

Guest Editorial Special Issue on Fuzzy Techniques in Financial Modeling and Simulation

Hisao Ishibuchi, Ronald R. Yager, Vasile Palade, 2017, IEEE Trans. Fuzzy Syst..

Optimal detection of new classes of faults by an Invasive Weed Optimization method

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

Sokoto Coventry Fingerprint Dataset pdf

Vasile Palade, Ariel Ruiz-Garcia, Yahaya Isah Shehu, 2018, ArXiv.

Arabic language sentiment analysis on health services

Matthew England, Rahat Iqbal, Abdulaziz M. Alayba, 2017, 2017 1st International Workshop on Arabic Script Analysis and Recognition (ASAR).

Big data classification with quantum multiclass SVM and quantum one-against-all approach

Vasile Palade, Arit Kumar Bishwas, Ashish Mani, 2016, 2016 2nd International Conference on Contemporary Computing and Informatics (IC3I).

Adjusted Geometric-mean: a Novel Performance Measure for Imbalanced Bioinformatics Datasets Learning

Vasile Palade, Rukshan Batuwita, V. Palade, 2012, J. Bioinform. Comput. Biol..

A hybrid deep learning neural approach for emotion recognition from facial expressions for socially assistive robots

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2018, Neural Computing and Applications.

Case−based fault detection – a method for parallel processing

Vasile Palade, Viorel Ariton, Florin Popescu, 1997 .

Hybrid Intelligent Systems

Vasile Palade, 2001 .

Advances in Combining Intelligent Methods: Postproceedings of the 5th International Workshop CIMA-2015, Vietri sul Mare, Italy, November 2015 (at ICTAI 2015)

Ioannis Hatzilygeroudis, Vasile Palade, Jim Prentzas, 2016 .

Web Ad-Slot Offline Scheduling Using an Ant Colony Algorithm

Vasile Palade, Soumya Banerjee, 2011, 2011 10th International Conference on Machine Learning and Applications and Workshops.

A glass-box interactive machine learning approach for solving NP-hard problems with the human-in-the-loop pdf

Camelia-Mihaela Pintea, Andreas Holzinger, Vasile Palade, 2017, Creative Mathematics and Informatics.

Graph regularized low-rank representation for semi-supervised learning

Vasile Palade, Xiao-Jun Wu, Cong-Zhe You, 2018, 2018 17th International Symposium on Distributed Computing and Applications for Business Engineering and Science (DCABES).

Emotion Recognition from Face Images in an Unconstrained Environment for usage on Social Robots

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

Automatic fuzzy rule base generation for on-line handwritten alphanumeric character recognition

Vasile Palade, Romesh Ranawana, G. E. M. D. C. Bandara, 2005, Int. J. Knowl. Based Intell. Eng. Syst..

Hierarchical Competition Framework for Particle Swarm Optimization

Jun Sun, Vasile Palade, Hao Wu, 2019, ICSI.

MultiNNProm: A Multi-Classifier System for Finding Genes

Vasile Palade, Romesh Ranawana, 2004, WSC.

Blind Separation Of Mixed Kurtosis Signed Signals Using Partial Observations And Low Complexity Activation Functions

Chidchanok Lursinsap, Vasile Palade, Krisana Chinnasarn, 2004, Int. J. Comput. Intell. Appl..

Quantum Algorithm for Sequence Clustering

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2017 .

Genetic algorithm convergence analysis using a unified representation of genes and the hamming distance

Vasile Palade, Sergiu Caraman, Radu Belea, 2006, Int. J. Knowl. Based Intell. Eng. Syst..

An Investigation of Quantum Deep Clustering Framework with Quantum Deep SVM & Convolutional Neural Network Feature Extractor pdf

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2019, ArXiv.

Experimental Validation of a Novel Fuzzy Classifier Performance

Vasile Palade, 2005 .

Multiple Sequence Alignment with HiddenMarkov Models Learned by Random DriftParticle Swarm Optimization

Vasile Palade, Wei Fang, Jun Sun, 2014, IEEE ACM Trans. Comput. Biol. Bioinform..

An All-Pair Approach for Big Data Multiclass Classification with Quantum SVM pdf

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2017, ArXiv.

Hierarchical Clustering Based Band Selection Algorithm for Hyperspectral Face Recognition

Jun Sun, Vasile Palade, Qidong Chen, 2019, IEEE Access.

Learning to Localise Automated Vehicles in Challenging Environments using Inertial Navigation Systems (INS) pdf

Vasile Palade, Stratis Kanarachos, Uche Onyekpe, 2020, Applied Sciences.

A Knowledge Base for the maintenance of knowledge extracted from web data

Vasile Palade, Juan D. Velásquez, V. Palade, 2007, Knowl. Based Syst..

Low Complexity Functions for Stationary Independent Component Mixtures

Chidchanok Lursinsap, Vasile Palade, Krisana Chinnasarn, 2003, KES.

FSVM-CIL: Fuzzy Support Vector Machines for Class Imbalance Learning

Vasile Palade, Rukshan Batuwita, V. Palade, 2010, IEEE Transactions on Fuzzy Systems.

Using Short URLs in Tweets to Improve Twitter Opinion Mining

Rahat Iqbal, Vasile Palade, Diana Hintea, 2017, 2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).

Towards interactive Machine Learning (iML): Applying Ant Colony Algorithms to Solve the Traveling Salesman Problem with the Human-in-the-Loop Approach

Camelia-Mihaela Pintea, Andreas Holzinger, Vasile Palade, 2016, CD-ARES.

A Customizable Fuzzy System for Offline Handwritten Character Recognition

Vasile Palade, Rukshan Batuwita, Dharmapriya C. Bandara, 2011, Int. J. Artif. Intell. Tools.

A fuzzy neural network based controller implementation using standard neurons

Vasile Palade, 1999 .

Neural network based optimal control of a biosynthesis process

Vasile Palade, Viorel Nicolau, Grigore Fetecau, 2004, Int. J. Knowl. Based Intell. Eng. Syst..

An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics

Francisco Herrera, Salvador García, Alberto Fernández, 2013, Inf. Sci..

Deep Q-Learning for Illumination and Rotation Invariant Face Detection

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Towards Integrative Machine Learning and Knowledge Extraction

Randy Goebel, Andreas Holzinger, Vasile Palade, 2017, Lecture Notes in Computer Science.

Towards Integrative Machine Learning and Knowledge Extraction

Randy Goebel, Andreas Holzinger, Vasile Palade, 2015, BIRS-IMLKE.

Practical applications of neural networks

Lakhmi C. Jain, Vasile Palade, L. Jain, 2005, Neural Computing & Applications.

An Effective Method of Weld Defect Detection and Classification Based on Machine Vision

Chao Li, Jun Sun, Vasile Palade, 2019, IEEE Transactions on Industrial Informatics.

An improved non-comparative classification method for human microRNA gene prediction

Vasile Palade, Rukshan Batuwita, V. Palade, 2008, 2008 8th IEEE International Conference on BioInformatics and BioEngineering.

Fuzzy-based Refinement of the Fault Diagnosis Task in Industrial Devices

Vasile Palade, Cosmin Danut Bocaniala, José L. Sá da Costa, 2005, J. Intell. Manuf..

Generative Adversarial Stacked Autoencoders pdf

Vasile Palade, Luke Hicks, Ariel Ruiz-Garcia, 2020, ArXiv.

Word Representation With Salient Features

Ming Zhang, Yan Wang, Vasile Palade, 2019, IEEE Access.

Robust structure low-rank representation in latent space

Xiaojun Wu, Vasile Palade, Cong-Zhe You, 2019, Eng. Appl. Artif. Intell..

On the Effect of Adding Nodes to TSP Instances: An Empirical Analysis

Vasile Palade, Elena Nechita, Gloria Cerasela Crisan, 2017 .

Modular Neuro-Fuzzy Networks Used in Explicit and Implicit Knowledge Integration

Vasile Palade, Daniel Neagu, V. Palade, 2002, FLAIRS.

Neuro-Fuzzy Based Hybrid Intelligent Systems for Fault Diagnosis

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

Combining graph embedding and sparse regression with structure low-rank representation for semi-supervised learning

Xiaojun Wu, Vasile Palade, Cong-Zhe You, 2016, Complex Adapt. Syst. Model..

An Integrated Machine Learning Approach for Extrinsic Plagiarism Detection

Anne E. James, Rahat Iqbal, Vasile Palade, 2016, 2016 9th International Conference on Developments in eSystems Engineering (DeSE).

Recognizing Textual Entailment with Attentive Reading and Writing Operations

Liang Liu, Vasile Palade, Xiufeng Liu, 2018, DASFAA.

Deep Convolutional Neural Networks for Text Localisation in Figures From Biomedical Literature

Vasile Palade, Ariel Ruiz-Garcia, Ibrahim Almakky, 2019, 2019 International Joint Conference on Neural Networks (IJCNN).

Computational Intelligence Methodologies in Fault Diagnosis: Review and State of the Art

Vasile Palade, Cosmin Danut Bocaniala, V. Palade, 2006 .

A Neuro-Genetic Framework for Multi-Classifier Design: An Application to Promoter Recognition in DNA Sequences

Vasile Palade, Romesh Ranawana, V. Palade, 2007, Advances in Evolutionary Computing for System Design.

Deep Learning for Real Time Facial Expression Recognition in Social Robots

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2018, ICONIP.

IO-VNBD: Inertial and Odometry Benchmark Dataset for Ground Vehicle Positioning

Vasile Palade, Stratis Kanarachos, Uche Onyekpe, 2020 .

Uncovering highly obfuscated plagiarism cases using fuzzy semantic-based similarity model

Naomie Salim, Vasile Palade, Salha M. Alzahrani, 2015, J. King Saud Univ. Comput. Inf. Sci..

A method for compiling neural networks into fuzzy rules using genetic algorithms and hierarchical approach

Vasile Palade, Severin Bumbaru, G. Negoita, 1998, 1998 Second International Conference. Knowledge-Based Intelligent Electronic Systems. Proceedings KES'98 (Cat. No.98EX111).

The $Q$ -Norm Complexity Measure and the Minimum Gradient Method: A Novel Approach to the Machine Learning Structural Risk Minimization Problem

Ricardo H. C. Takahashi, Walmir M. Caminhas, Vasile Palade, 2008, IEEE Transactions on Neural Networks.

An interactive fuzzy operator used in rule extraction from neural networks

Vasile Palade, 2000 .

Interpretation of Trained Neural Networks by Rule Extraction

Ronald J. Patton, Vasile Palade, Daniel Neagu, 2001, Fuzzy Days.

Deep Learning for Emotion Recognition in Faces

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2016, ICANN.

An all-pair quantum SVM approach for big data multiclass classification

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2017, Quantum Inf. Process..

Testing Online Navigation Recommendations in a Web Site

Vasile Palade, Juan D. Velásquez, V. Palade, 2006, KES.

Diagnosis of Bearing Defects in Induction Motors by Fuzzy-Neighborhood Density-Based Clustering

Vasile Palade, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, 2015, 2015 IEEE 14th International Conference on Machine Learning and Applications (ICMLA).

Engineering applications of computational intelligence

Lakhmi C. Jain, Vasile Palade, 2004, J. Intell. Fuzzy Syst..

Fuzzy Computing in a MultiPurpose Neural Network Implementation

Vasile Palade, Daniel Neagu, V. Palade, 1999, Fuzzy Days.

Rule extraction from neural networks by interval propagation

Vasile Palade, Daniel Neagu, G. Puscasu, 2000, KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516).

Tracking Multiple Optima in Dynamic Environments by Quantum-Behavior Particle Swarm Using Speciation

Vasile Palade, Ji Zhao, Jun Sun, 2012, Int. J. Swarm Intell. Res..

Knowledge-based intelligent information and engineering systems : 7th International Conference, KES 2003, Oxford, UK, September 3-5, 2003 : proceedings

Lakhmi C. Jain, Vasile Palade, Robert J. Howlett, 2003 .

Analysis of a Neuro-Fuzzy Approach of Air Pollution: Building a Case Study

Vasile Palade, Ciprian-Daniel Neagu, Daniela Neagu, 2001 .

Combinations of Intelligent Methods and Applications

Ioannis Hatzilygeroudis, Vasile Palade, 2011 .

A Roadmap for the Development of the 'SP Machine' for Artificial Intelligence

J. Gerard Wolff, Vasile Palade, V. Palade, 2019, Comput. J..

Manifold locality constrained low-rank representation and its applications

Xiaojun Wu, Vasile Palade, Cong-Zhe You, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

DeepReS: A Deep Learning-Based Video Summarization Strategy for Resource-Constrained Industrial Surveillance Scenarios

Khan Muhammad, Vasile Palade, Tanveer Hussain, 2020, IEEE Transactions on Industrial Informatics.

Automatic detection of microaneurysms in colour fundus images for diabetic retinopathy screening

Vasile Palade, Chrisina Jayne, James Shuttleworth, 2015, Neural Computing and Applications.

Ensembles of classifiers and their aplication to bioinformatics problems

Vasile Palade, 2010, 2010 IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS).

Detection of Fingerprint Alterations Using Deep Convolutional Neural Networks

Vasile Palade, Ariel Ruiz-Garcia, Yahaya Isah Shehu, 2018, ICANN.

Advances in Combining Intelligent Methods

Ioannis Hatzilygeroudis, Vasile Palade, Jim Prentzas, 2017 .

Model-based fault detection and isolation of a steam generator using neuro-fuzzy networks

Vasile Palade, Roozbeh Razavi-Far, Caro Lucas, 2009, Neurocomputing.

A hierarchical approach for mapping neural networks into fuzzy rules

Vasile Palade, V. Palade, 1997 .

Genetic Algorithms Based Hybrid Intelligent Systems

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

Darwin or Lamarck? Future Challenges in Evolutionary Algorithms for Knowledge Discovery and Data Mining

Andreas Holzinger, Vasile Palade, Katharina Holzinger, 2014, Interactive Knowledge Discovery and Data Mining in Biomedical Informatics.

Multi-Classifier Systems: Review and a roadmap for developers

Vasile Palade, Romesh Ranawana, V. Palade, 2006, Int. J. Hybrid Intell. Syst..

Proceedings of KES 2003− The 7th Int. Conf. on Knowledge−Based Intelligent Information and Engineering Systems

Vasile Palade, V. Palade, 2003 .

Study on the compression-expansion coefficient in drift particle swarm optimization

Xiaojun Wu, Wenbo Xu, Jun Sun, 2012, 2012 IEEE Congress on Evolutionary Computation.

Genetic Algorithm Approach to Construction of Specialized Multi-Classifier Systems: Application to DNA Analysis

Vasile Palade, Daniel Howard, Romesh Ranawana, 2007, 2007 Frontiers in the Convergence of Bioscience and Information Technologies.

Generative Adversarial Stacked Autoencoders for Facial Pose Normalization and Emotion Recognition

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2020, 2020 International Joint Conference on Neural Networks (IJCNN).

A New Performance Measure for Class Imbalance Learning. Application to Bioinformatics Problems

Vasile Palade, Rukshan Batuwita, V. Palade, 2009, 2009 International Conference on Machine Learning and Applications.

microPred: effective classification of pre-miRNAs for human miRNA gene prediction

Vasile Palade, Rukshan Batuwita, V. Palade, 2009, Bioinform..

Eliminating redundant rules in fuzzy neural networks

Vasile Palade, 1998 .

Using structural information and citation evidence to detect significant plagiarism cases in scientific publications

Naomie Salim, Ajith Abraham, Vasile Palade, 2012, J. Assoc. Inf. Sci. Technol..

Training ANFIS Parameters with a Quantum-behaved Particle Swarm Optimization Algorithm

Xiaojun Wu, Wenbo Xu, Jun Sun, 2012, ICSI.

A neuro-fuzzy approach for functional genomics data interpretation and analysis

Vasile Palade, Daniel Neagu, 2003, Neural Computing & Applications.

Editorial First Issue

Lakhmi C. Jain, Ajith Abraham, Vasile Palade, 2004 .

Human-like fault diagnosis using a neural network implementation of plausibility and relevance

Vasile Palade, Viorel Ariton, V. Palade, 2005, Neural Computing & Applications.

Quantum Supervised Clustering Algorithm for Big Data

Vasile Palade, Arit Kumar Bishwas, Ashish Mani, 2018, 2018 3rd International Conference for Convergence in Technology (I2CT).

A neural network based multi-classifier system for gene identification in DNA sequences

Vasile Palade, Romesh Ranawana, 2004, Neural Computing & Applications.

Ant-Based System Analysis on the Traveling Salesman Problem Under Real-World Settings

Vasile Palade, Elena Nechita, Gloria Cerasela Crisan, 2016 .

Heart Disease Diagnosis Based on Deep Radial Basis Function Kernel Machine

Vasile Palade, Saad Amin, Mashail Alsalamah, 2018, EAI Endorsed Trans. Ambient Syst..

Quantum-Behaved Particle Swarm Optimization: Analysis of Individual Particle Behavior and Parameter Selection

Xiaojun Wu, Wenbo Xu, Jun Sun, 2012, Evolutionary Computation.

Invasive weed classification

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2015, Neural Computing and Applications.

Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Deep Learning and Image Augmentation

Andreas Holzinger, Vasile Palade, Ibrahim Almakky, 2019, CD-MAKE.

Automatic Screening and Classification of Diabetic Retinopathy Fundus Images

Vasile Palade, Chrisina Jayne, James Shuttleworth, 2014, EANN.

Machine Learning and Genetic Regulatory Networks: A Review and a Roadmap

Vasile Palade, Christopher Fogelberg, V. Palade, 2009, Foundations of Computational Intelligence.

Darwin, Lamarck, or Baldwin: Applying Evolutionary Algorithms to Machine Learning Techniques

Andreas Holzinger, Vasile Palade, Katharina Holzinger, 2014, 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT).

Quantum-behaved particle swarm optimization with Gaussian distributed local attractor point

Xiaojun Wu, Wenbo Xu, Jun Sun, 2011, Appl. Math. Comput..

Editorial: Special issue on hybrid intelligent methods for health technologies

Hung T. Nguyen, Tharam S. Dillon, Kit Yan Chan, 2014, Appl. Soft Comput..

Edge Intelligence-Assisted Smoke Detection in Foggy Surveillance Environments

Irfan Mehmood, Vasile Palade, Victor Hugo C. de Albuquerque, 2020, IEEE Transactions on Industrial Informatics.

Ensemble of Elman neural networks and support vector machines for reverse engineering of gene regulatory networks

Vasile Palade, S. I. Ao, V. Palade, 2011, Appl. Soft Comput..

Detection of Diabetic Retinopathy and Maculopathy in Eye Fundus Images Using Fuzzy Image Processing

Andreas Holzinger, Vasile Palade, Chrisina Jayne, 2015, BIH.

Automatic Detection of Microaneurysms for Diabetic Retinopathy Screening Using Fuzzy Image Processing

Vasile Palade, Chrisina Jayne, James Shuttleworth, 2015, EANN.

Dense Structural Expectation maximisation with Parallelisation for Efficient Large-Network Structural Inference

Vasile Palade, Christopher Fogelberg, 2013, Int. J. Artif. Intell. Tools.

Distributed Contribution-Based Quantum-Behaved Particle Swarm Optimization With Controlled Diversity for Large-Scale Global Optimization Problems

Vasile Palade, Jun Sun, Qidong Chen, 2019, IEEE Access.

A New Fuzzy Knowledge-Based Optimisation System for Management of Container Yard Operations

Vasile Palade, Ammar Al Bazi, Ali Hadi Hussain Joma Abbas, 2020 .

Generation of Pedestrian Pose Structures using Generative Adversarial Networks

Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Refinement of the Diagnosis Process Performed with a Fuzzy Classifier

Vasile Palade, Cosmin Danut Bocaniala, José L. Sá da Costa, 2004, KES.

Extreme Learning Machine Based Prognostics of Battery Life

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2018, Int. J. Artif. Intell. Tools.

An investigation on support vector clustering for big data in quantum paradigm

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2020, Quantum Inf. Process..

Fuzzy Image Processing and Deep Learning for Microaneurysms Detection

Andreas Holzinger, Vasile Palade, Ibrahim Almakky, 2020, AI and ML for Digital Pathology.

Random Drift Particle Swarm Optimization pdf

Xiaojun Wu, Yuhui Shi, Jun Sun, 2013, ArXiv.

Deep Learning for Flood Forecasting and Monitoring in Urban Environments

Rahat Iqbal, Vasile Palade, Charalampos Karyotis, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Genetic algorithm optimization of knowledge extraction from neural networks

Vasile Palade, Viorel Ariton, G. Negoita, 1999, ICONIP'99. ANZIIS'99 & ANNES'99 & ACNN'99. 6th International Conference on Neural Information Processing. Proceedings (Cat. No.99EX378).

Applications of IoT in Healthcare

Vasile Palade, Anitha S. Pillai, Prabha Susy Mathew, 2018 .

Computational intelligence techniques for new product development

Kevin Kam Fung Yuen, Kit Yan Chan, Vasile Palade, 2014, Neurocomputing.

A Hybrid Ensemble Scheme for Diagnosing New Class Defects under Non-stationary and Class Imbalance Conditions

Vasile Palade, Maryam Farajzadeh-Zanjani, Roozbeh Razavi-Far, 2017, 2017 International Conference on Sensing, Diagnostics, Prognostics, and Control (SDPC).

Modeling and Optimization of Fermentation Processes with Genetic Programming and Quantum−Behaved Particle Swarm Optimization

Vasile Palade, 2012 .

A novel fuzzy classification solution for fault diagnosis

Vasile Palade, Cosmin Danut Bocaniala, José L. Sá da Costa, 2004, J. Intell. Fuzzy Syst..

Diagnosing the Population State in a Genetic Algorithm Using Hamming Distance

Vasile Palade, Sergiu Caraman, Radu Belea, 2004, KES.

Combinations of Intelligent Methods and Applications: Proceedings of the 3rd International Workshop, CIMA 2012, Montpellier, France, August 2012

Ioannis Hatzilygeroudis, Vasile Palade, 2013 .

A Personalized Learning Recommendation System Architecture for Learning Management System

Rahat Iqbal, Vasile Palade, Smitha Sunil Kumaran Nair, 2017, KDIR.

On fuzzy rule acquiring using fuzzy neural networks

Vasile Palade, 1998 .

Neural Network Prediction of the Roll Motion of a Ship for Intelligent Course Control

Dorel Aiordachioaie, Vasile Palade, Constantin Miholca, 2007, KES.

Cellular Artificial Bee Colony algorithm with Gaussian distribution

Ming Zhang, Yan Wang, Vasile Palade, 2018, Inf. Sci..

Neural and Neuro-Fuzzy Integration in a Knowledge-Based System for Air Quality Prediction

Vasile Palade, Daniel Neagu, Nikolaos M. Avouris, 2002, Applied Intelligence.

Editorial: Special issue on hybrid intelligent methods for health technologies

Hung T. Nguyen, Tharam S. Dillon, Kit Yan Chan, 2014, Appl. Soft Comput..

Adaptive Web QoS controller based on online system identification using quantum-behaved particle swarm optimization

Xiaojun Wu, Jun Sun, Vasile Palade, 2015, Soft Comput..

Estimation and Modeling Problems in Parametric Audio Coding

Lakhmi C. Jain, Julius O. Smith, Mads Græsbøll Christensen, 2005 .

Efficient residuals pre-processing for diagnosing multi-class faults in a doubly fed induction generator, under missing data scenarios

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2014, Expert Syst. Appl..

Integration of Explicit and Implicit Knowledge in Hybrid Intelligent Systems

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

A stacked deep autoencoder model for biomedical figure classification

Jianhua Yang, Vasile Palade, Ibrahim Almakky, 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).

Building a Knowledge Base for Implementing a Web-Based Computerized Recommendation System

Vasile Palade, Juan D. Velásquez, V. Palade, 2007, Int. J. Artif. Intell. Tools.

An Efficient Fuzzy Method for Handwritten Character Recognition

Vasile Palade, Romesh Ranawana, G. E. M. D. C. Bandara, 2004, KES.

Advanced Techniques in Web Intelligence-2: Web User Browsing Behaviour and Preference Analysis

Lakhmi C. Jain, Vasile Palade, Juan D. Velsquez, 2012 .

Evolutionary sampling: A novel way of machine learning within a probabilistic framework

Shitong Wang, Yuan Liu, Jun Sun, 2015, Inf. Sci..

Computational Intelligence in Fault Diagnosis (Advanced Information and Knowledge Processing)

Lakhmi C. Jain, Vasile Palade, Cosmin Danut Bocaniala, 2006 .

iPlag: Intelligent Plagiarism Reasoner in scientific publications

Naomie Salim, Ajith Abraham, Vasile Palade, 2011, 2011 World Congress on Information and Communication Technologies.

Automatic screening and classification of diabetic retinopathy and maculopathy using fuzzy image processing

Vasile Palade, Chrisina Jayne, James Shuttleworth, 2016, Brain Informatics.

Parts of Speech Tagging in NLP: Runtime Optimization with Quantum Formulation and ZX Calculus pdf

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2020, ArXiv.

Improving Sentiment Analysis in Arabic Using Word Representation

Matthew England, Rahat Iqbal, Abdulaziz M. Alayba, 2018, 2018 IEEE 2nd International Workshop on Arabic and Derived Script Analysis and Recognition (ASAR).

Proposal for the creation of a research facility for the development of the SP machine pdf

J. Gerard Wolff, Vasile Palade, V. Palade, 2015, ArXiv.

Emergency management using geographic information systems: application to the first Romanian traveling salesman problem instance

Camelia-Mihaela Pintea, Vasile Palade, Gloria Cerasela Crisan, 2016, Knowledge and Information Systems.

Class Imbalance Learning Methods for Support Vector Machines

Vasile Palade, V. Palade, 2013 .

International Conference on Machine Learning and Applications, ICMLA 2009, Miami Beach, Florida, USA, December 13-15, 2009

Lukasz Kurgan, M. Arif Wani, Vasile Palade, 2009, ICMLA.

Evaluating Clustering Algorithms for Genetic Regulatory Network Structural Inference

Vasile Palade, Christopher Fogelberg, V. Palade, 2009, SGAI Conf..

Biochemical systems identification by a random drift particle swarm optimization approach

Xiaojun Wu, Yujie Cai, Jun Sun, 2014, BMC Bioinformatics.

Using fuzzy neural networks for process modelling

Vasile Palade, 2000 .

Big Data Quantum Support Vector Clustering pdf

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2018, ArXiv.

Interactive machine learning: experimental evidence for the human in the algorithmic loop

Andreas Holzinger, Vasile Palade, Katharina Holzinger, 2018, Applied Intelligence.

Filtering Noise in Regression Problems Using a Multiobjective Leaning Algorithm

Vasile Palade, Douglas A. G. Vieira, Rodney R. Saldanha, 2008, 2008 20th IEEE International Conference on Tools with Artificial Intelligence.

Diversity-guided Lamarckian random drift particle swarm optimization for flexible ligand docking

Jun Sun, Vasile Palade, Chao Li, 2020, BMC Bioinformatics.

Efficient resampling methods for training support vector machines with imbalanced datasets

Vasile Palade, Rukshan Batuwita, V. Palade, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Emotion Recognition Using Facial Expression Images for a Robotic Companion

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2016, EANN.

Signal denoising in engineering problems through the minimum gradient method

Vasile Palade, Douglas A. G. Vieira, Rodney R. Saldanha, 2009, Neurocomputing.

Using classifier fusion techniques for protein secondary structure prediction

Caro Lucas, Behzad Moshiri, Vasile Palade, 2010, CI 2010.

A Leap from Randomized to Quantum Clustering with Support Vector Machine - A Computation Complexity Analysis

Vasile Palade, Arit Kumar Bishwas, Ashish Mani, 2020, 2020 International Conference for Emerging Technology (INCET).

GreenSim: A Network Simulator for Comprehensively Validating and Evaluating New Machine Learning Techniques for Network Structural Inference

Vasile Palade, Christopher Fogelberg, V. Palade, 2010, 2010 22nd IEEE International Conference on Tools with Artificial Intelligence.

Intelligent Optimal Control of a Biosynthesis Process Using a Neural Network Based Estimator

Vasile Palade, Viorel Nicolau, Grigore Fetecau, 2003, KES.

Convergence analysis and improvements of quantum-behaved particle swarm optimization

Xiaojun Wu, Wenbo Xu, Jun Sun, 2012, Inf. Sci..

Random drift particle swarm optimization algorithm: convergence analysis and parameter selection

Xiaojun Wu, Yuhui Shi, Jun Sun, 2015, Machine Learning.

Intelligent Techniques and Computational Intelligence

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

Optimizing the Performance of a Refrigeration System Using an Invasive Weed Optimization Algorithm

Vasile Palade, Roozbeh Razavi-Far, Jun Sun, 2013 .

Detailed Identification of Fingerprints Using Convolutional Neural Networks

Vasile Palade, Ariel Ruiz-Garcia, Yahaya Isah Shehu, 2018, 2018 17th IEEE International Conference on Machine Learning and Applications (ICMLA).

Collaborative diversity control strategy for random drift particle swarm optimization

Jun Sun, Vasile Palade, Wei Fang, 2019, GECCO.

An integrated approach for intrinsic plagiarism detection

Victor I. Chang, Rahat Iqbal, Vasile Palade, 2017, Future Gener. Comput. Syst..

Neuro-Fuzzy Integration in Hybrid Intelligent Systems

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

A Comprehensive Fuzzy-Based Framework for Cancer Microarray Data Gene Expression Analysis

Zhenyu Wang, Vasile Palade, 2007, 2007 IEEE 7th International Symposium on BioInformatics and BioEngineering.

Detection of Obstructive Sleep Apnea Using Deep Neural Network

Vasile Palade, Saad Amin, Mashail Alsalamah, 2018, Applications of Big Data Analytics.

Adaptive incremental ensemble of extreme learning machines for fault diagnosis in induction motors

Enrico Zio, Vasile Palade, Roozbeh Razavi-Far, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Vehicular Localisation at High and Low Estimation Rates During GNSS Outages: A Deep Learning Approach

Vasile Palade, Stratis Kanarachos, Uche Onyekpe, 2020 .

Stacked deep convolutional auto-encoders for emotion recognition from facial expressions

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2017, 2017 International Joint Conference on Neural Networks (IJCNN).

Gaussian Kernel in Quantum Paradigm pdf

Ashish Mani, Vasile Palade, Arit Kumar Bishwas, 2017, ArXiv.

Artificial intelligence techniques in product engineering

Kevin Kam Fung Yuen, Kit Yan Chan, Vasile Palade, 2016, Eng. Appl. Artif. Intell..

Computational Intelligence in Fault Diagnosis

Vasile Palade, Cosmin Danut Bocaniala, V. Palade, 2010 .

Multi-objective evolutionary algorithms based Interpretable Fuzzy models for microarray gene expression data analysis

Zhenyu Wang, Vasile Palade, V. Palade, 2010, 2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM).

Classification of a Pedestrian's Behaviour Using Dual Deep Neural Networks

Vasile Palade, Stratis Kanarachos, Alireza Daneshkhah, 2020, SAI.

Image Processing and Machine Learning Techniques for Diabetic Retinopathy Detection: A Review

Andreas Holzinger, Vasile Palade, Sarni Suhaila Rahim, 2020, AI and ML for Digital Pathology.

Deep Learning for Illumination Invariant Facial Expression Recognition

Mark Elshaw, Vasile Palade, Ariel Ruiz-Garcia, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

On a Multiobjective Training Algorithm for RBF Networks Using Particle Swarm Optimization

Vasile Palade, Douglas A. G. Vieira, Adriano Chaves Lisboa, 2010, 2010 22nd IEEE International Conference on Tools with Artificial Intelligence.

Editorial First Issue

Lakhmi C. Jain, Ajith Abraham, Vasile Palade, 2004, Int. J. Hybrid Intell. Syst..

Combinations of Intelligent Methods and Applications: Proceedings of the 4th International Workshop, CIMA 2014, Limassol, Cyprus, November 2014

Ioannis Hatzilygeroudis, Vasile Palade, Jim Prentzas, 2016 .

Solving the Power Economic Dispatch Problem With Generator Constraints by Random Drift Particle Swarm Optimization

Xiaojun Wu, Zhenyu Wang, Jun Sun, 2014, IEEE Transactions on Industrial Informatics.

A fuzzy approach in pattern recognition using potential function method

Vasile Palade, 1998 .

Detecting an Alteration in Biometric Fingerprint Databases

Vasile Palade, Anne James, Yahaya Isah Shehu, 2018, ICDSP 2018.

Neural explicit and implicit knowledge representation

Vasile Palade, Daniel Neagu, 2000, KES'2000. Fourth International Conference on Knowledge-Based Intelligent Engineering Systems and Allied Technologies. Proceedings (Cat. No.00TH8516).

A Constrained Fuzzy Knowledge-Based System for the Management of Container Yard Operations

Ali Abbas, Vasile Palade, Ammar Al-Bazi, 2018, Int. J. Fuzzy Syst..

Robust Structured Low-Rank Representation for Image Segmentation

Xiaojun Wu, Vasile Palade, Cong-Zhe You, 2018, Int. J. Artif. Intell. Tools.

Editorial for Special Issue on "Hybrid Evolutionary and Swarm Techniques for Big Data Analytics and Applications"

Kevin Kam Fung Yuen, Kit Yan Chan, Vasile Palade, 2018, Big Data Res..

A procedure of fault detection for driving systems using self-organizing neural networks

Vasile Palade, G. Puscasu, A. Stancu, 2000, 2000 10th Mediterranean Electrotechnical Conference. Information Technology and Electrotechnology for the Mediterranean Countries. Proceedings. MeleCon 2000 (Cat. No.00CH37099).

Multiple Sequence Alignment with Hidden Markov Models Learned by Random Drift Particle Swarm Optimization

Xiaojun Wu, Jun Sun, Vasile Palade, 2014, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Fuzzy Rules Extraction from Connectionist Structures

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

New Trends in Web User Behaviour Analysis

Lakhmi C. Jain, Pablo E. Román, Vasile Palade, 2013 .

Advances in Evolutionary Computing for System Design

Lakhmi C. Jain, Vasile Palade, Dipti Srinivasan, 2007, Advances in Evolutionary Computing for System Design.

Computational Intelligence - Engineering of Hybrid Systems

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2010, Studies in Fuzziness and Soft Computing.

Editorial Message: Special Issue on Efficient Fuzzy Systems for Mining Large Scale, Imprecise, Uncertain and Vague Data

Tzung-Pei Hong, Huseyin Seker, Kit Yan Chan, 2018, International Journal of Fuzzy Systems.

Design of a Cost-Effective Deep Convolutional Neural Network–Based Scheme for Diagnosing Faults in Smart Grids

Vasile Palade, Maryam Farajzadeh-Zanjani, Mehrdad Saif, 2019, 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA).

Optimized Precision - A New Measure for Classifier Performance Evaluation

Vasile Palade, Romesh Ranawana, V. Palade, 2006, 2006 IEEE International Conference on Evolutionary Computation.

Selection of Significant On-Road Sensor Data for Short-Term Traffic Flow Forecasting Using the Taguchi Method

Tharam S. Dillon, Elizabeth Chang, Kit Yan Chan, 2012, IEEE Transactions on Industrial Informatics.

Practical Implementation Aspects Regarding Real-World Application of Hybrid Intelligent Systems

Vasile Palade, Daniel Neagu, Mircea Gh. Negoita, 2005 .

Building a Dataset for Personalized Learning Recommendation System

Rahat Iqbal, Vasile Palade, Smitha Sunil Kumaran Nair, 2018, 2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI).

MSLDOCK: Multi-Swarm Optimization for Flexible Ligand Docking and Virtual Screening

Jun Sun, Vasile Palade, Chao Li, 2021, J. Chem. Inf. Model..

Centralised and Decentralised Sensor Fusion-Based Emergency Brake Assist

Vasile Palade, Ankur Deo, Md. Nazmul Huda, 2021, Sensors.

IO-VNBD: Inertial and Odometry benchmark dataset for ground vehicle positioning

Vasile Palade, Stratis Kanarachos, Uche Onyekpe, 2020, Data in brief.

WhONet: Wheel Odometry Neural Network for Vehicular Localisation in GNSS-Deprived Environments

Vasile Palade, Michael E. Fitzpatrick, Stratis Kanarachos, 2021, Eng. Appl. Artif. Intell..

Guest Editorial: Special Issue on Deep Representation and Transfer Learning for Smart and Connected Health

Antônio de Pádua Braga, Stefan Wermter, Vasile Palade, 2021, IEEE Trans. Neural Networks Learn. Syst..

A Quaternion Gated Recurrent Unit Neural Network for Sensor Fusion

Vasile Palade, Stratis Kanarachos, Uche Onyekpe, 2021, Inf..