A fuzzy inclusion based approach to upper inverse images under fuzzy multivalued mappings. - Elena Tsiporkova-Hristoskova; Bernard De Baets; Etienne E. Kerre (Fuzzy Sets Syst., 1997)

Modelling Uncertainty with Kripke's Semantics. - Veselka Boeva; Elena Tsiporkova; Bernard De Baets (AIMSA, 1998)

On the structure of the classes of stable and pure fuzzy sets. - Elena Tsiporkova; Bernard De Baets; Etienne E. Kerre (Fuzzy Sets Syst., 1998)

Continuity of fuzzy multivalued mappings. - Elena Tsiporkova; Bernard De Baets; Etienne E. Kerre (Fuzzy Sets Syst., 1998)

Composition, cartesian and direct products of fuzzy multivalued mappings. - Elena Tsiporkova; Etienne E. Kerre (Fuzzy Sets Syst., 1998)

A General Framework for Upper and Lower Possibilities and Necessities. - Elena Tsiporkova; Bernard De Baets (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998)

Plausibility and Belief Measures Induced by Kripke Models. - Veselka Boeva; Elena Tsiporkova; Bernard De Baets (ISIPTA, 1999)

Conditioning in possibility theory with strict order norms. - Bernard De Baets; Elena Tsiporkova; Radko Mesiar (Fuzzy Sets Syst., 1999)

Convex combinations in terms of triangular norms: A characterization of idempotent, bisymmetrical and self-dual compensatory operators. - Bernhard Moser 001; Elena Tsiporkova; Erich-Peter Klement (Fuzzy Sets Syst., 1999)

Dempster's rule of conditioning translated into modal logic. - Elena Tsiporkova; Bernard De Baets; Veselka Boeva (Fuzzy Sets Syst., 1999)

Dempster-Shafer theory framed in modal logic. - Elena Tsiporkova; Veselka Boeva; Bernard De Baets (Int. J. Approx. Reason., 1999)

Evidence Measures Induced by Kripke's Accessibility Relations. - Elena Tsiporkova; Veselka Boeva; Bernard De Baets (Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1999)

Evaluation of various confidence-based strategies for isolated word rejection. - Elena Tsiporkova; Filiep Vanpoucke; Hugo Van hamme (ICASSP, 2000)

Evidence theory in multivalued models of modal logic. - Elena Tsiporkova; Bernard De Baets; Veselka Boeva (J. Appl. Non Class. Logics, 2000)

Nonparametric recursive aggregation process. - Elena Tsiporkova; Veselka Boeva (Kybernetika, 2004)

Ranking of admissible alternatives in interval decision making. - Veselka Boeva; Bernard De Baets; Elena Tsiporkova (Int. J. Syst. Sci., 2005)

A Cell-Cycle Knowledge Integration Framework. - Erick Antezana; Elena Tsiporkova; Vladimir Mironov; Martin Kuiper (DILS, 2006)

Gene Time Echipression Warper: a tool for alignment, template matching and visualization of gene expression time series. - Jo Criel; Elena Tsiporkova (Bioinform., 2006)

Multi-step ranking of alternatives in a multi-criteria and multi-expert decision making environment. - Elena Tsiporkova; Veselka Boeva (Inf. Sci., 2006)

Modelling and Simulation of the Genetic Phenomena of Additivity and Dominance via Gene Networks of Parallel Aggregation Processes. - Elena Tsiporkova; Veselka Boeva (BIRD, 2007)

Merging microarray cell synchronization experiments through curve alignment. - Filip Hermans; Elena Tsiporkova (Bioinform., 2007)

Two-Pass Imputation Algorithm for Missing Value Estimation in gene Expression Time Series. - Elena Tsiporkova; Veselka Boeva (J. Bioinform. Comput. Biol., 2007)

A Novel Adaptive Multiple Imputation Algorithm. - Veselka Boeva; Elena Tsiporkova (BIRD, 2008)

Fusing time series expression data through hybrid aggregation and hierarchical merge. - Elena Tsiporkova; Veselka Boeva (ECCB, 2008)

Tool Support for Technology Scouting Using Online Sources. - Elena Tsiporkova; Tom Tourwé (ER Workshops, 2011)

Towards a Semantic Modelling Framework in Support of Multimodal User Interface Design. - Elena Tsiporkova; Tom Tourwé; Nicolás González-Deleito (INTERACT (4), 2011)

Measuring expertise similarity in expert networks. - Veselka Boeva; Maria Krusheva; Elena Tsiporkova (IEEE Conf. of Intelligent Systems, 2012)

An Integrative DTW-based imputation method for gene expression time series data. - Elena Kostadinova; Veselka Boeva; Liliana Boneva; Elena Tsiporkova (IEEE Conf. of Intelligent Systems, 2012)

Ontology-driven multimodal interface design for an emergency response application. - Elena Tsiporkova; Nicolás González-Deleito; Tom Tourwé; Anna Hristoskova (ISCRAM, 2012)

An Integrative Clustering Approach Combining Particle Swarm Optimization and Formal Concept Analysis. - Anna Hristoskova; Veselka Boeva; Elena Tsiporkova (ITBAM, 2012)

A Graph-based Disambiguation Approach for Construction of an Expert Repository from Public Online Sources. - Anna Hristoskova; Elena Tsiporkova; Tom Tourwé; Simon Buelens; Mattias Putman; Filip De Turck (ICAART (2), 2013)

Emergencia: Pro-active decision support for emergency coordination through actionable emergency plans. - Nicolás González-Deleito; Elena Tsiporkova (INDIN, 2013)

Semantic Modelling in Support of Adaptive Multimodal Interface Design. - Elena Tsiporkova; Anna Hristoskova; Tom Tourwé; Tom Stevens (INTERACT (4), 2013)

Semantic-Aware Expert Partitioning. - Veselka Boeva; Liliana Boneva; Elena Tsiporkova (AIMSA, 2014)

A method for evaluation of learning components. - Niklas Lavesson; Veselka Boeva; Elena Tsiporkova; Paul Davidsson (Autom. Softw. Eng., 2014)

A Formal Concept Analysis Approach to Consensus Clustering of Multi-Experiment Expression Data. - Anna Hristoskova; Veselka Boeva; Elena Tsiporkova (BMC Bioinform., 2014)

A semantic model of events for integrating photovoltaic monitoring data. - Pierre Dagnely; Elena Tsiporkova; Tom Tourwé; Tom Ruette; Karel De Brabandere; Feyswal Assiandi (INDIN, 2015)

Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline? - Pierre Dagnely; Tom Ruette; Tom Tourwé; Elena Tsiporkova; Clara Verhelst (DARE, 2015)

Towards Recognising Activities of Daily Living through Indoor Localisation Techniques. - Andriy Zubaliy; Anna Hristoskova; Nicolás González-Deleito; Elena Tsiporkova (3PGCIC, 2016)

Identifying a group of subject experts using formal concept analysis. - Veselka Boeva; Milena Angelova; Lilyana Boneva; Elena Tsiporkova (IEEE Conf. on Intelligent Systems, 2016)

Data-driven Techniques for Expert Finding. - Veselka Boeva; Milena Angelova; Elena Tsiporkova (ICAART (2), 2017)

Advanced Data-driven Techniques for Mining Expertise. - Milena Angelova; Veselka Boeva; Elena Tsiporkova (SAIS, 2017)

Attributing Recognised Activities in Multi-Person Households Using Ontology-Based Finite State Machines. - Stijn Verstichel; Tom Tourwé; Jelle Nelis; Nicolás González-Deleito; Elena Tsiporkova; Femke Ongenae; Bruno Volckaert (SWIT@ISWC, 2017)

Evolutionary Clustering Techniques for Expertise Mining Scenarios. - Veselka Boeva; Milena Angelova; Niklas Lavesson; Oliver Rosander; Elena Tsiporkova (ICAART (2), 2018)

Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing. - Pierre Dagnely; Elena Tsiporkova; Tom Tourwé (ICAART (2), 2018)

Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (ICMLA, 2018)

Ontology-driven multilevel sequential pattern mining: mining for gold in event logs of photovoltaic plants. - Pierre Dagnely; Tom Ruette; Tom Tourwé; Elena Tsiporkova (IEEE Conf. on Intelligent Systems, 2018)

Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML, 2018)

Industrial Assets Performance Labelling Based on Numerically Encoded Event Logs. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (BNAIC/BENELEARN, 2019)

Bipartite Split-Merge Evolutionary Clustering. - Veselka Boeva; Milena Angelova; Vishnu Manasa Devagiri; Elena Tsiporkova (ICAART (Revised Selected Papers), 2019)

A Split-Merge Evolutionary Clustering Algorithm. - Veselka Boeva; Milena Angelova; Elena Tsiporkova (ICAART (2), 2019)

Root causes labelling of industrial assets via relevancy estimation of event logs. - Pierre Dagnely; Tom Tourwé; Elena Tsiporkova (ICDM, 2020)

A Data-driven Methodology to Characterize the Dynamic Pattern of Human Motion Based on Plantar Pressure Measurements. - Henrique Cabral; Tom Tourwé; Elena Tsiporkova; Wouter Aerts (IEEE Conf. on Intelligent Systems, 2020)

Split-Merge Evolutionary Clustering for Multi-View Streaming Data. - Vishnu Manasa Devagiri; Veselka Boeva; Elena Tsiporkova (KES, 2020)

Layered Integration Approach for Multi-view Analysis of Temporal Data. - Michiel Dhont; Elena Tsiporkova; Veselka Boeva (AALTD@PKDD/ECML, 2020)

Visual Analytics for Extracting Trends from Spatio-temporal Data. - Michiel Dhont; Elena Tsiporkova; Tom Tourwé; Nicolás González-Deleito (AALTD@PKDD/ECML, 2020)

Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data using Non-Negative Matrix Factorisation. - Michiel Dhont; Elena Tsiporkova; Nicolás González-Deleito (ICDM (Workshops), 2021)

Functional Foot Segmentation Based on Plantar Pressure Measurements for Profiling Subjects Performing a Running Exercise. - Peter Van Hese; Henrique Cabral; Wouter Aerts; Elena Tsiporkova (ICDM (Workshops), 2021)

Data-Driven Divide-and-Conquer for Estimating Build Times of 3D Objects. - Mahdi Tabassian; Robbert Verbeke; Tom Tourwé; Elena Tsiporkova (ICDM (Workshops), 2021)

Mining of Spatiotemporal Trajectory Profiles Derived from Mobility Data. - Michiel Dhont; Elena Tsiporkova; Nicolás González-Deleito (ICDM (Workshops), 2022)

Data-Driven Usage Profiling and Anomaly Detection in Support of Sustainable Machining Processes. - Fabian Fingerhut; Chaitra Harsha; Amirmohammad Eghbalian; Tom Jacobs; Mahdi Tabassian; Robbert Verbeke; Elena Tsiporkova (ICDM (Workshops), 2022)

Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows. - Michiel Dhont; Elena Tsiporkova; Nicolás González-Deleito; Bruno Cornelis (ITSC, 2022)

Elucidating Transition State Behaviour from Mobility Data by Cascades of Markov Chains. - Michiel Dhont; Elena Tsiporkova (Canadian AI, 2023)

Mitigating Concept Drift in Distributed Contexts with Dynamic Repository of Federated Models. - Elena Tsiporkova; Michiel De Vis; Sarah Klein; Anna Hristoskova; Veselka Boeva (IEEE Big Data, 2023)

Multi-view contextual performance profiling in rotating machinery. - Fabian Fingerhut; Sarah Klein; Mathias Verbeke; Sreeraj Rajendran; Elena Tsiporkova (ICPHM, 2023)

Data-driven estimation of blade icing risk in wind turbines. - Giulia Murtas; Henrique Cabral; Elena Tsiporkova (ICPHM, 2023)

Automatic Tool Wear Inspection by Cascading Sensor and Image Data. - Robbert Verbeke; Lars De Pauw; Fabian Fingerhut; Tom Jacobs; Toon Goedemé; Elena Tsiporkova (PKDD/ECML Workshops (4), 2023)

Interpretable Data-Driven Risk Assessment in Support of Predictive Maintenance of a Large Portfolio of Industrial Vehicles. - Fabian Fingerhut; Elena Tsiporkova; Veselka Boeva (IEEE Big Data, 2024)

Unsupervised context-sensitive anomaly detection on streaming data relying on multi-view profiling. - Fabian Fingerhut; Mathias Verbeke; Elena Tsiporkova (EAIS, 2024)

Putting Sense into Incomplete Heterogeneous Data with Hypergraph Clustering Analysis. - Vishnu Manasa Devagiri; Pierre Dagnely; Veselka Boeva; Elena Tsiporkova (IDA (2), 2024)

Discovery and characterization of operating modes in a fleet of assets via hypergraph clustering. - Chaitra Harsha; Alessandro Murgia; Pierre Dagnely; Elena Tsiporkova (ISM, 2024)

Deriving formal concepts of 3D objects in support of additive manufacturing applications. - Elena Tsiporkova; Chaitra Harsha; Michiel De Vis; Robbert Verbeke (ISM, 2024)

Object Localization and Tracking Pipeline for the Realistic Rendering of Railway Environments. - François Le Roux; Henrique Cabral; Anass Yarroudh; Laurent Nlemba; Matthias Campling; Elena Tsiporkova (ITSC, 2024)

Active domain adaptation in support of reliable operating mode detection for wind turbines. - Ali Beigrezaei; Henrique Cabral; Elena Tsiporkova (KES, 2024)

Spatiotemporal Context Detection In Distributed Systems Events With An Application On Network Communication Alarms. - Amirmohammad Eghbalian; Annelies Vroman; Sarah Klein; Elena Tsiporkova (KES, 2024)

ShadowScout: Robust Unsupervised Shadow Detection for RGB Imagery. - Estephan Rustom; Henrique Cabral; Sreeraj Rajendran; Elena Tsiporkova (VISIGRAPP (3): VISAPP, 2025)

Forecasting Traffic Progression in Terms of Semantically Interpretable States by Exploring Multiple Data Representations. - Michiel Dhont; Adrian Munteanu 001; Elena Tsiporkova (IEEE Trans. Intell. Transp. Syst., 2025)