Learning for mobile robots: environment map acquisition. - Ning Xiong 001; Shihuang Shao; Zhaofeng Geng (IROS, 1991)

Generating Linguistic Fuzzy Rules for Pattern Classification with Genetic Algorithms. - Ning Xiong 001; Lothar Litz (PKDD, 1999)

Fuzzy modeling based on premise optimization. - Ning Xiong 001; Lothar Litz (FUZZ-IEEE, 2000)

Evolutionary learning of rule premises for fuzzy modelling. - Ning Xiong 001 (Int. J. Syst. Sci., 2001)

Reduction of fuzzy control rules by means of premise learning - method and case study. - Ning Xiong 001; Lothar Litz (Fuzzy Sets Syst., 2002)

Multi-sensor management for information fusion: issues and approaches. - Ning Xiong 001; Per Svensson 001 (Inf. Fusion, 2002)

Learning Premises of Fuzzy Rules for Knowledge Acquisition in Classification Problems. - Ning Xiong 001; Lothar Litz; Habtom W. Ressom (Knowl. Inf. Syst., 2002)

A hybrid approach to input selection for complex processes. - Ning Xiong 001 (IEEE Trans. Syst. Man Cybern. Part A, 2002)

Perception management: an emerging concept for information fusion. - L. Ronnie M. Johansson; Ning Xiong 001 (Inf. Fusion, 2003)

Fault diagnosis in industry using sensor readings and case-based reasoning. - Erik Olsson; Peter Funk 001; Ning Xiong 001 (J. Intell. Fuzzy Syst., 2004)

A Novel Framework for Similarity Modeling in Case based Reasoning. - Ning Xiong 001; Peter Funk 001 (Computational Intelligence, 2005)

Knowledge Discovery and Case Based Reasoning in Medical Applications with Time Series. - Peter Funk 001; Markus Nilsson; Ning Xiong 001 (ICCBR Workshops, 2005)

Clinical Decision Support by Time Series Classification Using Wavelets. - Markus Nilsson; Peter Funk 001; Ning Xiong 001 (ICEIS (2), 2005)

Discovering Knowledge About Key Sequences for Indexing Time Series Cases in Medical Applications. - Peter Funk 001; Ning Xiong 001 (ECCBR, 2006)

Discovering Key Sequences in Time Series Data for Pattern Classification. - Peter Funk 001; Ning Xiong 001 (ICDM, 2006)

Clinical decision-support for diagnosing stress-related disorders by applying psychophysiological medical knowledge to an instance-based learning system. - Markus Nilsson; Peter J. Funk; Erik M. G. Olsson; Bo von Schéele; Ning Xiong 001 (Artif. Intell. Medicine, 2006)

Case-Based Reasoning and Knowledge Discovery in Medical Applications with Time Series. - Peter Funk 001; Ning Xiong 001 (Comput. Intell., 2006)

Building similarity metrics reflecting utility in case-based reasoning. - Ning Xiong 001; Peter Funk 001 (J. Intell. Fuzzy Syst., 2006)

Construction of fuzzy knowledge bases incorporating feature selection. - Ning Xiong 001; Peter Funk 001 (Soft Comput., 2006)

Classify and Diagnose Individual Stress Using Calibration and Fuzzy Case-Based Reasoning. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Ning Xiong 001; Bo von Schéele (ICCBR, 2007)

Reactive Tuning of Target Estimate Accuracy in Multisensor Data Fusion. - Ning Xiong 001; Henrik I. Christensen; Per Svensson 001 (Cybern. Syst., 2007)

Agent negotiation of target distribution enhancing system survivability. - Ning Xiong 001; Henrik I. Christensen; Per Svensson 001 (Int. J. Intell. Syst., 2007)

A Three Phase Computer Assisted Biofeedback Training System Using Case-Based Reasoning. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001; Ning Xiong 001; Bo von Schéele (ECCBR Workshops, 2008)

Generating fuzzy rules to identify relevant cases in case-based reasoning. - Ning Xiong 001 (FUZZ-IEEE, 2008)

A Novel Framework for Case-Based Decision Analysis. - Ning Xiong 001; Peter Funk 001 (SCAI, 2008)

Concise case indexing of time series in health care by means of key sequence discovery. - Ning Xiong 001; Peter Funk 001 (Appl. Intell., 2008)

Case-based Reasoning for Diagnosis of Stress using Enhanced Cosine and Fuzzy Similarity. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001; Ning Xiong 001; Bo von Schéele (Trans. Case Based Reason., 2008)

Extracting Knowledge from Sensor Signals for Case-Based Reasoning with Longitudinal Time Series Data. - Peter Funk 001; Ning Xiong 001 (Case-Based Reasoning on Images and Signals, 2008)

Learning flexible structured linguistic fuzzy rules for mamdani fuzzy systems. - Ning Xiong 001 (FUZZ-IEEE, 2009)

Assessing similarity between cases by means of fuzzy rules. - Ning Xiong 001 (FUZZ-IEEE, 2009)

CBR Supports Decision Analysis with Uncertainty. - Ning Xiong 001; Peter Funk 001 (ICCBR, 2009)

A Case-Based Approach to Decision Analysis (Ein fallbasiertes Verfahren zur Beschlussanalyse). - Ning Xiong 001 (Autom., 2009)

A Case-Based Decision Support System for Individual Stress Diagnosis Using Fuzzy Similarity Matching. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Ning Xiong 001; Bo von Schéele (Comput. Intell., 2009)

Combined feature selection and similarity modelling in case-based reasoning using hierarchical memetic algorithm. - Ning Xiong 001; Peter Funk 001 (IEEE Congress on Evolutionary Computation, 2010)

A multi-module case-based biofeedback system for stress treatment. - Mobyen Uddin Ahmed; Shahina Begum; Peter Funk 001; Ning Xiong 001; Bo von Schéele (Artif. Intell. Medicine, 2011)

Toward Coherent Matching in Case-Based Classification. - Ning Xiong 001 (Cybern. Syst., 2011)

Learning fuzzy rules for similarity assessment in case-based reasoning. - Ning Xiong 001 (Expert Syst. Appl., 2011)

Case-Based Reasoning Systems in the Health Sciences: A Survey of Recent Trends and Developments. - Shahina Begum; Mobyen Uddin Ahmed; Peter Funk 001; Ning Xiong 001; Mia Folke (IEEE Trans. Syst. Man Cybern. Part C, 2011)

Fuzzy rule-based similarity model enables learning from small case bases. - Ning Xiong 001 (Appl. Soft Comput., 2013)

Editorial: Special Issue on "Recent Advances in Intelligent Techniques". - Yongmin Li 001; Ning Xiong 001; Haiying Wang 001; Lipo Wang (Int. J. Intell. Syst., 2013)

Investigation of Mutation Strategies in Differential Evolution for Solving Global Optimization Problems. - Miguel León Ortiz; Ning Xiong 001 (ICAISC (1), 2014)

Explaining Probabilistic Fault Diagnosis and Classification Using Case-Based Reasoning. - Tomas Olsson; Daniel Gillblad; Peter Funk 001; Ning Xiong 001 (ICCBR, 2014)

Greedy adaptation of control parameters in differential evolution for global optimization problems. - Miguel León Ortiz; Ning Xiong 001 (CEC, 2015)

Eager Random Search for Differential Evolution in Continuous Optimization. - Miguel León Ortiz; Ning Xiong 001 (EPIA, 2015)

Fault Diagnosis via Fusion of Information from a Case Stream. - Tomas Olsson; Ning Xiong 001; Elisabeth Källström; Anders Holst; Peter Funk 001 (ICCBR, 2015)

Application of Adaptive Differential Evolution for Model Identification in Furnace Optimized Control System. - Miguel León Ortiz; Magnus Evestedt; Ning Xiong 001 (IJCCI (ECTA), 2015)

Adaptive Differential Evolution Supports Automatic Model Calibration in Furnace Optimized Control System. - Miguel León Ortiz; Magnus Evestedt; Ning Xiong 001 (IJCCI (Selected Papers), 2015)

A Walk into Metaheuristics for Engineering Optimization: Principles, Methods and Recent Trends. - Ning Xiong 001; Daniel Molina; Miguel León Ortiz; Francisco Herrera (Int. J. Comput. Intell. Syst., 2015)

Designing optimal harmonic filters in power systems using greedy adaptive Differential Evolution. - Miguel León Ortiz; Yigen Zenlander; Ning Xiong 001; Francisco Herrera (ETFA, 2016)

Towards a Probabilistic Method for Longitudinal Monitoring in Health Care. - Ning Xiong 001; Peter Funk 001 (HealthyIoT, 2016)

Differential Evolution based on Decomposition for Solving Multi-objective Optimization Problems. - Ning Xiong 001; Miguel León Ortiz (ICAART (2), 2016)

A New Differential Evolution Algorithm with Alopex-Based Local Search. - Miguel León Ortiz; Ning Xiong 001 (ICAISC (1), 2016)

Towards a framework for online modeling and optimization of airflow and temperature distribution in server rooms of data centers. - Ning Xiong 001; Xiaojing Zhang (IECON, 2016)

Adapting Differential Evolution Algorithms For Continuous Optimization Via Greedy Adjustment Of Control Parameters. - Miguel León Ortiz; Ning Xiong 001 (J. Artif. Intell. Soft Comput. Res., 2016)

Editorial. - Ning Xiong 001; Defu Zhang; Libo Wang (Neural Process. Lett., 2016)

Alopex-based mutation strategy in Differential Evolution. - Miguel León Ortiz; Ning Xiong 001 (CEC, 2017)

Big data stream learning based on hybridized Kalman filter and backpropagation through time method. - Fan He; Ning Xiong 001 (ICNC-FSKD, 2017)

MapReduce distributed highly random fuzzy forest for noisy big data. - Faruk Mustafic; Francisco Herrera; Ning Xiong 001; Sergio Ramírez-Gallego (ICNC-FSKD, 2017)

Enhancing Adaptive Differential Evolution Algorithms with Rank-Based Mutation Adaptation. - Miguel Leon 001; Ning Xiong 001 (CEC, 2018)

MPADE: An Improved Adaptive Multi-Population Differential Evolution Algorithm Based on JADE. - Javier Ramos; Miguel León Ortiz; Ning Xiong 001 (CEC, 2018)

BELIEF: A distance-based redundancy-proof feature selection method for Big Data. - Sergio Ramírez-Gallego; Salvador García 001; Ning Xiong 001; Francisco Herrera (CoRR, 2018)

Feature Selection of EEG Oscillatory Activity Related to Motor Imagery Using a Hierarchical Genetic Algorithm. - Miguel Leon 001; Joaquín Ballesteros; Jonatan Tidare; Ning Xiong 001; Elaine Åstrand (CEC, 2019)

A Deep Neural Network Model for Music Genre Recognition. - Martin Suero; Carsten Paul Gassen; Dimitrije Mitic; Ning Xiong 001; Miguel León Ortiz (ICNC-FSKD, 2019)

Discriminating EEG spectral power related to mental imagery of closing and opening of hand. - Jonatan Tidare; Miguel Leon 001; Ning Xiong 001; Elaine Åstrand (NER, 2019)

Smart Case Mining Based on Membrane Clustering. - Johan Holmberg; Ning Xiong 001 (SSCI, 2019)

Finding the most similar textual documents using Case-Based Reasoning. - Marko Mihajlovic; Ning Xiong 001 (CoRR, 2019)

A Novel Memetic Framework for Enhancing Differential Evolution Algorithms via Combination With Alopex Local Search. - Miguel León Ortiz; Ning Xiong 001; Daniel Molina; Francisco Herrera (Int. J. Comput. Intell. Syst., 2019)

Impact of NSGA-II objectives on EEG feature selection related to motor imagery. - Miguel Leon 001; Christoffer Parkkila; Jonatan Tidare; Ning Xiong 001; Elaine Åstrand (GECCO, 2020)

Quadratic Difference Set-Based Quorum Generation Algorithm in Distributed System. - Peng Wu 027; Ning Xiong 001; Jiqiang Liu; Jie Meng; Jinzhao Wu (WSSE, 2020)

Smart Data based Ensemble for Imbalanced Big Data Classification. - Diego García-Gil; Johan Holmberg; Salvador García 001; Ning Xiong 001; Francisco Herrera (CoRR, 2020)

Adaptive differential evolution with a new joint parameter adaptation method. - Miguel Leon 001; Ning Xiong 001 (Soft Comput., 2020)

Control as a Service - Intelligent Networking. - Tiberiu Seceleanu; Ning Xiong 001; Cristina Seceleanu (COMPSAC, 2021)

Federated Fuzzy Learning with Imbalanced Data. - Lukas Johannes Dust; Marina López Murcia; Andreas Mäkilä; Petter Nordin; Ning Xiong 001; Francisco Herrera (ICMLA, 2021)

Reasoning Method between Polynomial Error Assertions. - Peng Wu 027; Ning Xiong 001; Juxia Xiong; Jinzhao Wu (Inf., 2021)

BELIEF: A distance-based redundancy-proof feature selection method for Big Data. - David López; Sergio Ramírez-Gallego; Salvador García 001; Ning Xiong 001; Francisco Herrera (Inf. Sci., 2021)

Building a Digital Twin Framework for Dynamic and Robust Distributed Systems. - Tiberiu Seceleanu; Ning Xiong 001; Eduard Paul Enoiu; Cristina Seceleanu (ECBS, 2023)

A Service-Oriented Digital Twin Framework for Dynamic and Robust Distributed Systems. - Rong Gu; Tiberiu Seceleanu; Ning Xiong 001; Muhammad Naeem 012 (SSE, 2024)

Experiences in Building a Digital Twin Framework: Challenges and Possible Solutions. - Rong Gu; Teodor Barbuceanu; Ning Xiong 001; Tiberiu Seceleanu (COMPSAC, 2024)

ABCD: Trust Enhanced Attention based Convolutional Autoencoder for Risk Assessment. - Sarala Mohan Naidu; Ning Xiong 001 (ICMLT, 2024)

S2DEVFMAP: Self-Supervised Learning Framework with Dual Ensemble Voting Fusion for Maximizing Anomaly Prediction in Timeseries. - Sarala Mohan Naidu; Ning Xiong 001 (ICMLT, 2024)

Context-Driven Framework for Maintenance Decision Optimization in a Power Network. - Sarala Mohan Naidu; Ning Xiong 001; Mohammad Ghomi; Juergen Schuderer (ISGT EUROPE, 2024)

Smart Data Driven Decision Trees Ensemble Methodology for Imbalanced Big Data. - Diego García-Gil; Salvador García 001; Ning Xiong 001; Francisco Herrera (Cogn. Comput., 2024)

A Conformal Prediction-Based Framework for CPU Load Forecasting: A Black-Box Approach. - Edin Jelacic; Cristina Seceleanu; Peter Backeman; Ning Xiong 001; Tiberiu Seceleanu; Axel Jantsch (COMPSAC, 2025)

Machine learning-based cache miss prediction. - Edin Jelacic; Cristina Seceleanu; Ning Xiong 001; Peter Backeman; Sharifeh Yaghoobi; Tiberiu Seceleanu (Int. J. Softw. Tools Technol. Transf., 2025)