Publications
Number of publications matching the search criterion: 109 (showing 1 - 50)
Doctoral Thesis (1)
Improving Differential Evolution with Adaptive and Local Search Methods (Dec 2019) Miguel Leon Ortiz
Licentiate Thesis (1)
Enhancing differential evolution algorithm for solving continuous optimisation problems (Dec 2016) Miguel Leon Ortiz
Book (1)
Advances in computational science and computing (Dec 2018) Ning Xiong, Xiao Zheng, Tong Zhao Advances in computational science and computing (ACSC)
Book chapter (1)
Adaptive Differential Evolution Supports Automatic Model Calibration in Furnace Optimized Control System (Jan 2017) Miguel Leon Ortiz, Magnus Evestedt , Ning Xiong Computational Intelligence (CI)
Collection (Editor) (2)
Extracting knowledge from sensor signals for case-based reasoning with longitudinal time series data (Jan 2008) Peter Funk, Ning Xiong Case-Based Reasoning in Signals and Images. Book chapter: Extracting knowledge from sensor signals for case-based reasoning with longitudinal time series data.
Identifying flexible structured premises for mining concise fuzzy knowledge. (Jan 2003) Ning Xiong, Lothar Litz Interpretability issues in fuzzy modeling
Journal article (35)
BELIEF: A distance-based redundancy-proof feature selection method for Big Data (Feb 2021) D. López, Sergio Ramírez-Gallego, Salvador García, Ning Xiong, Francisco Herrera Information Sciences (INS21)
Interval Number-Based Safety Reasoning Method for Verification of Decentralized Power Systems in High-Speed Trains (Jan 2021) Peng Wu, Ning Xiong, Jinzhao Wu Mathematical problems in engineering (MPE21)
Adaptive differential evolution with a new joint parameter adaptation method (Jul 2020) Miguel Leon Ortiz, Ning Xiong Soft Computing (SC20)
A Novel Memetic Framework for Enhancing Differential Evolution Algorithms via Combination with Alopex Local Search (Aug 2019) Miguel Leon Ortiz, Ning Xiong, Francisco Herrera , Daniel Molina International Journal of Computational Intelligence Systems (IJCIS19)
Improved Vine Copula-Based Dependence Description for Multivariate Process Monitoring based on Ensemble Learning (Feb 2019) Yang Zhou, Shaojun Li, Ning Xiong Industrial & Engineering Chemistry Research (IECR'19)
Editorial: Bridging nature-inspired learning and neural information processing (Aug 2016) Ning Xiong, Defu Zhang Neural Processing Letters (NPL-44-1)
Adapting differential evolution algorithms for continuous optimization via greedy adjustment of control parameters (Jul 2016) Miguel Leon Ortiz, Ning Xiong Journal of Artificial Intelligence and Soft Computing Research, 2016 (JAISCR-16)
Differential evolution enhanced with eager random search for solving real-parameter optimization problems (Dec 2015) Miguel Leon Ortiz, Ning Xiong International Journal of Advanced Research in Artificial Intelligence, 2015 (IJARAI-15)
A walk into metaheuristics for engineering optimization: principles, methods and recent trends (Jun 2015) Ning Xiong, Daniel Molina , Miguel Leon Ortiz, Francisco Herrera International Journal of Computational Intelligence Systems, 2015 (IJCIS-15)
A new case-based reasoning method based on dissimilar relations (Jul 2014) Ning Xiong WSEAS Transactions on Systems (WT-SYS-13)
Case-Based Reasoning for Explaining Probabilistic Machine Learning (Apr 2014) Tomas Olsson, Daniel Gillblad, Peter Funk, Ning Xiong International Journal of Computer Science and Information Technology (IJCSIT)
Case-based reasoning supports fault diagnosis using sensor information (Dec 2013) Ning Xiong, Tomas Olsson, Peter Funk International Journal of COMADEM, 2013 (IJ'COMADEM-2013)
Fuzzy Rule-Based Similarity Model Enables Learning from Small Case Bases (Jun 2013) Ning Xiong Applied Soft Computing (ASC)
Editorial: Special Issue on "Recent Advances in Intelligent Techniques" (Mar 2013) Yongmin Li , Ning Xiong, Haiying Wang , Lipo Wang International Journal of Intelligent Systems (IJIS-28-3)
Learning fuzzy Rules for similarity assessment in case-based reasoning (Dec 2011) Ning Xiong Expert Systems with Applications
Towards coherent matching in case-based classification (Dec 2011) Ning Xiong Cybernetics and Systems
A Multi-Module Case Based Biofeedback System for Stress Treatment (Feb 2011) Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele Artificial Intelligence in Medicine
A case-based approach to decision analysis (Ein Fallbasiertes Verfahren zur Beschlussanalysis) (Sep 2009) Ning Xiong at-Automatisierungstechnik
A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching (Aug 2009) Shahina Begum, Mobyen Uddin Ahmed, Peter Funk, Ning Xiong, Bo von Schéele Computational Intelligence (CI)
Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity (Oct 2008) Mobyen Uddin Ahmed, Shahina Begum, Peter Funk, Ning Xiong, Bo von Schéele Transactions on Case-Based Reasoning on Multimedia Data
Concise case indexing of time series in health care by means of key sequence discovery (Jun 2008) Ning Xiong, Peter Funk Applied Intelligence
Agent negotiation of target distribution enhancing system survivability (Dec 2007) Ning Xiong, Henrik Christensen , Per Svensson International Journal of Intelligent Systems
Reactive tuning of target estimate accuracy in multisensor data fusion (Jan 2007) Ning Xiong, Henrik Christensen , Per Svensson Cybernetics and Systems
Case Based Reasoning and Knowledge Discovery in Medical Applications with Time Series (Nov 2006) Peter Funk, Ning Xiong Computational Intelligence
Building similarity metrics reflecting utility in case-based reasoning (Aug 2006) Ning Xiong, Peter Funk Journal of Intelligent & Fuzzy Systems, guest editors: P. Funk, L. Spaanenburg
Construction of Fuzzy Knowledge Bases Incorporating Feature Selection (Jul 2006) Ning Xiong, Peter Funk Journal of Soft Computing - A Fusion of Foundations, Methodologies and Applications
Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system (Nov 2005) Markus Nilsson, Peter Funk, Erik M. G. Olsson , Bo von Schéele, Ning Xiong Journal of Artificial Intelligence in Medicine
Fault Diagnosis in Industry Using Sensor Readings and Case-Based Reasoning (Dec 2004) Ella Olsson, Peter Funk, Ning Xiong Journal of Intelligent & Fuzzy Systems
Perception management: an emerging concept for information fusion (Jun 2003) Ronnie Johansson , Ning Xiong Information Fusion
Reduction of fuzzy control rules by means of premise learning -- method and case study (Oct 2002) Ning Xiong, Lothar Litz Fuzzy Sets and Systems
Learning premises of fuzzy rules for knowledge acquisition in classification problems. (Aug 2002) Ning Xiong, Lothar Litz , Habtom Ressom Knowledge and Information Systems
A hybrid approach to input selection for complex processes (Aug 2002) Ning Xiong IEEE Trans. Systems, Man, & Cybernetics, Part A
Sensor management for information fusion: issues and approaches (Apr 2002) Ning Xiong, Per Svensson Information Fusion
Evolutionary learning of rule premises for fuzzy modeling (Sep 2001) Ning Xiong International Journal of Systems Science
Learning rule structures of fuzzy controllers based on genetic algorithm (Apr 2000) Ning Xiong Systems Science
Conference/Workshop Paper (68)
Comparative Evaluation of Machine Learning Algorithms for Network Intrusion Detection and Attack Classification (Jul 2022) Miguel Leon Ortiz, Tijana Markovic, Sasikumar Punnekkat International Conference on Neural Networks (IJCNN 22)
Feature encoding with autoencoder and differential evolution for network intrusion detection using machine learning (Jul 2022) Miguel Leon Ortiz, Tijana Markovic, Sasikumar Punnekkat Genetic and Evolutionary Computation Conference (GECCO 2022)
Random Forest Based on Federated Learning for Intrusion Detection (Jun 2022) Tijana Markovic, Miguel Leon Ortiz, David Buffoni , Sasikumar Punnekkat International Converence on Artificial Intelligence Applications and innovations (AIAI 2022)
Federated fuzzy learning with imbalanced data (Dec 2021) Lukas Dust, Marina López Murcia, Petter Nordin , Andreas Mäkilä , Ning Xiong, Francisco Herrera IEEE Conference on Machine Learning and Applications 2021 (ICMLA'21)
An Incremental fuzzy learning approach for online classification of data streams (Dec 2020) Vladyslav Yavtukhovskyi, Rami Abukhader, Nils Tillaeus, Ning Xiong 12th International Conference on Soft Computing and Pattern Recognition 2020 (SoCPaR2020)
Intelligent traffic signal control based on reinforcement learning (Dec 2020) Natalija Dokic, Miroljub Tomic, Jasmina Stevic, Dunja Dokic, Ning Xiong International Conference on Intelligent Systems Design and Applications (ISDA2020)
Using differential evolution techniques for management of a hybrid-electric propulsion system (Nov 2020) Manuel A. Rendon, Carlos D. Sanchez, Josselyn Gallo, Jose F. Garcia, Ning Xiong Brazilian Conference on Automation (BCA20)
Quadratic difference set-based quorum generation algorithm in distributed system (Sep 2020) Peng Wu, Ning Xiong, Jiqiang Liu, Jie Meng, Jinzhao Wu 2nd World Symposium on Software Engineering (WSSE20)
Impact of NSGA-II objectives on EEG feature selection related to motor imagery (Jan 2020) Miguel Leon Ortiz, Christoffer Parkkila, Jonatan Tidare, Ning Xiong, Elaine Åstrand Genetic and Evolutionary Computation Conference (GECCO 2020)
