Elena Tsiporkova

77 papers A* 1B 5C 7Misc 3Journal 19Unranked 42
YearRankTypeTitle / Venue / Authors
2025 C conf
An evidence-based neuro-symbolic framework for ambiguous image scene classification.
NeSy
Giulia Murtas, Veselka Boeva, Elena Tsiporkova
2025 J jnl
Forecasting Traffic Progression in Terms of Semantically Interpretable States by Exploring Multiple Data Representations.
IEEE Trans. Intell. Transp. Syst.
Michiel Dhont, Adrian Munteanu, Elena Tsiporkova
2025 — conf
ShadowScout: Robust Unsupervised Shadow Detection for RGB Imagery.
VISIGRAPP (3): VISAPP
Estephan Rustom, Henrique Cabral, Sreeraj Rajendran, Elena Tsiporkova
2024 B conf
Active domain adaptation in support of reliable operating mode detection for wind turbines.
KES
Ali Beigrezaei, Henrique Cabral, Elena Tsiporkova
2024 C conf
Deriving formal concepts of 3D objects in support of additive manufacturing applications.
ISM
Elena Tsiporkova, Chaitra Harsha, Michiel De Vis, Robbert Verbeke
2024 C conf
Discovery and characterization of operating modes in a fleet of assets via hypergraph clustering.
ISM
Chaitra Harsha, Alessandro Murgia, Pierre Dagnely, Elena Tsiporkova
2024 B conf
Interpretable Data-Driven Risk Assessment in Support of Predictive Maintenance of a Large Portfolio of Industrial Vehicles.
IEEE Big Data
Fabian Fingerhut, Elena Tsiporkova, Veselka Boeva
2024 — conf
Object Localization and Tracking Pipeline for the Realistic Rendering of Railway Environments.
ITSC
François Le Roux, Henrique Cabral, Anass Yarroudh, Laurent Nlemba, Matthias Campling, Elena Tsiporkova
2024 — conf
Putting Sense into Incomplete Heterogeneous Data with Hypergraph Clustering Analysis.
IDA (2)
Vishnu Manasa Devagiri, Pierre Dagnely, Veselka Boeva, Elena Tsiporkova
2024 B conf
Spatiotemporal Context Detection In Distributed Systems Events With An Application On Network Communication Alarms.
KES
Amirmohammad Eghbalian, Annelies Vroman, Sarah Klein, Elena Tsiporkova
2024 — conf
Unsupervised context-sensitive anomaly detection on streaming data relying on multi-view profiling.
EAIS
Fabian Fingerhut, Mathias Verbeke, Elena Tsiporkova
2023 — conf
Automatic Tool Wear Inspection by Cascading Sensor and Image Data.
PKDD/ECML Workshops (4)
Robbert Verbeke, Lars De Pauw, Fabian Fingerhut, Tom Jacobs, Toon Goedemé, Elena Tsiporkova
2023 — conf
Data-driven estimation of blade icing risk in wind turbines.
ICPHM
Giulia Murtas, Henrique Cabral, Elena Tsiporkova
2023 — conf
Elucidating Transition State Behaviour from Mobility Data by Cascades of Markov Chains.
Canadian AI
Michiel Dhont, Elena Tsiporkova
2023 B conf
Mitigating Concept Drift in Distributed Contexts with Dynamic Repository of Federated Models.
IEEE Big Data
Elena Tsiporkova, Michiel De Vis, Sarah Klein, Anna Hristoskova, Veselka Boeva
2023 — conf
Multi-view contextual performance profiling in rotating machinery.
ICPHM
Fabian Fingerhut, Sarah Klein, Mathias Verbeke, Sreeraj Rajendran, Elena Tsiporkova
2022 — conf
Data-Driven Usage Profiling and Anomaly Detection in Support of Sustainable Machining Processes.
ICDM (Workshops)
Fabian Fingerhut, Chaitra Harsha, Amirmohammad Eghbalian, Tom Jacobs, Mahdi Tabassian, Robbert Verbeke, Elena Tsiporkova
2022 — conf
Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows.
ITSC
Michiel Dhont, Elena Tsiporkova, Nicolás González-Deleito, Bruno Cornelis
2022 — conf
Mining of Spatiotemporal Trajectory Profiles Derived from Mobility Data.
ICDM (Workshops)
Michiel Dhont, Elena Tsiporkova, Nicolás González-Deleito
2021 — conf
Data-Driven Divide-and-Conquer for Estimating Build Times of 3D Objects.
ICDM (Workshops)
Mahdi Tabassian, Robbert Verbeke, Tom Tourwé, Elena Tsiporkova
2021 — conf
Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data using Non-Negative Matrix Factorisation.
ICDM (Workshops)
Michiel Dhont, Elena Tsiporkova, Nicolás González-Deleito
2021 — conf
Functional Foot Segmentation Based on Plantar Pressure Measurements for Profiling Subjects Performing a Running Exercise.
ICDM (Workshops)
Peter Van Hese, Henrique Cabral, Wouter Aerts, Elena Tsiporkova
2020 — conf
A Data-driven Methodology to Characterize the Dynamic Pattern of Human Motion Based on Plantar Pressure Measurements.
IEEE Conf. on Intelligent Systems
Henrique Cabral, Tom Tourwé, Elena Tsiporkova, Wouter Aerts
2020 — conf
Layered Integration Approach for Multi-view Analysis of Temporal Data.
AALTD@PKDD/ECML
Michiel Dhont, Elena Tsiporkova, Veselka Boeva
2020 A* conf
Root causes labelling of industrial assets via relevancy estimation of event logs.
ICDM
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
2020 B conf
Split-Merge Evolutionary Clustering for Multi-View Streaming Data.
KES
Vishnu Manasa Devagiri, Veselka Boeva, Elena Tsiporkova
2020 — conf
Visual Analytics for Extracting Trends from Spatio-temporal Data.
AALTD@PKDD/ECML
Michiel Dhont, Elena Tsiporkova, Tom Tourwé, Nicolás González-Deleito
2019 — conf
A Split-Merge Evolutionary Clustering Algorithm.
ICAART (2)
Veselka Boeva, Milena Angelova, Elena Tsiporkova
2019 — conf
Bipartite Split-Merge Evolutionary Clustering.
ICAART (Revised Selected Papers)
Veselka Boeva, Milena Angelova, Vishnu Manasa Devagiri, Elena Tsiporkova
2019 — conf
Industrial Assets Performance Labelling Based on Numerically Encoded Event Logs.
BNAIC/BENELEARN
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
2018 C conf
Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs.
ICMLA
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
2018 — conf
Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing.
ICAART (2)
Pierre Dagnely, Elena Tsiporkova, Tom Tourwé
2018 — conf
Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining.
Nemesis/UrbReas/SoGood/IWAISe/GDM@PKDD/ECML
Pierre Dagnely, Tom Tourwé, Elena Tsiporkova
2018 — conf
Evolutionary Clustering Techniques for Expertise Mining Scenarios.
ICAART (2)
Veselka Boeva, Milena Angelova, Niklas Lavesson, Oliver Rosander, Elena Tsiporkova
2018 — conf
Ontology-driven multilevel sequential pattern mining: mining for gold in event logs of photovoltaic plants.
IEEE Conf. on Intelligent Systems
Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova
2017 — conf
Advanced Data-driven Techniques for Mining Expertise.
SAIS
Milena Angelova, Veselka Boeva, Elena Tsiporkova
2017 — conf
Attributing Recognised Activities in Multi-Person Households Using Ontology-Based Finite State Machines.
SWIT@ISWC
Stijn Verstichel, Tom Tourwé, Jelle Nelis, Nicolás González-Deleito, Elena Tsiporkova, Femke Ongenae, Bruno Volckaert
2017 — conf
Data-driven Techniques for Expert Finding.
ICAART (2)
Veselka Boeva, Milena Angelova, Elena Tsiporkova
2016 — conf
Identifying a group of subject experts using formal concept analysis.
IEEE Conf. on Intelligent Systems
Veselka Boeva, Milena Angelova, Lilyana Boneva, Elena Tsiporkova
2016 — conf
Towards Recognising Activities of Daily Living through Indoor Localisation Techniques.
3PGCIC
Andriy Zubaliy, Anna Hristoskova, Nicolás González-Deleito, Elena Tsiporkova
2015 C conf
A semantic model of events for integrating photovoltaic monitoring data.
INDIN
Pierre Dagnely, Elena Tsiporkova, Tom Tourwé, Tom Ruette, Karel De Brabandere, Feyswal Assiandi
2015 — conf
Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline?
DARE
Pierre Dagnely, Tom Ruette, Tom Tourwé, Elena Tsiporkova, Clara Verhelst
2014 J jnl
A Formal Concept Analysis Approach to Consensus Clustering of Multi-Experiment Expression Data.
BMC Bioinform.
Anna Hristoskova, Veselka Boeva, Elena Tsiporkova
2014 J jnl
A method for evaluation of learning components.
Autom. Softw. Eng.
Niklas Lavesson, Veselka Boeva, Elena Tsiporkova, Paul Davidsson
2014 Misc conf
Semantic-Aware Expert Partitioning.
AIMSA
Veselka Boeva, Liliana Boneva, Elena Tsiporkova
2013 — conf
A Graph-based Disambiguation Approach for Construction of an Expert Repository from Public Online Sources.
ICAART (2)
Anna Hristoskova, Elena Tsiporkova, Tom Tourwé, Simon Buelens, Mattias Putman, Filip De Turck
2013 C conf
Emergencia: Pro-active decision support for emergency coordination through actionable emergency plans.
INDIN
Nicolás González-Deleito, Elena Tsiporkova
2013 — conf
Semantic Modelling in Support of Adaptive Multimodal Interface Design.
INTERACT (4)
Elena Tsiporkova, Anna Hristoskova, Tom Tourwé, Tom Stevens
2012 — conf
An Integrative Clustering Approach Combining Particle Swarm Optimization and Formal Concept Analysis.
ITBAM
Anna Hristoskova, Veselka Boeva, Elena Tsiporkova
2012 — conf
An Integrative DTW-based imputation method for gene expression time series data.
IEEE Conf. of Intelligent Systems
Elena Kostadinova, Veselka Boeva, Liliana Boneva, Elena Tsiporkova
2012 — conf
Measuring expertise similarity in expert networks.
IEEE Conf. of Intelligent Systems
Veselka Boeva, Maria Krusheva, Elena Tsiporkova
2012 — conf
Ontology-driven multimodal interface design for an emergency response application.
ISCRAM
Elena Tsiporkova, Nicolás González-Deleito, Tom Tourwé, Anna Hristoskova
2011 — conf
Tool Support for Technology Scouting Using Online Sources.
ER Workshops
Elena Tsiporkova, Tom Tourwé
2011 — conf
Towards a Semantic Modelling Framework in Support of Multimodal User Interface Design.
INTERACT (4)
Elena Tsiporkova, Tom Tourwé, Nicolás González-Deleito
2008 — conf
A Novel Adaptive Multiple Imputation Algorithm.
BIRD
Veselka Boeva, Elena Tsiporkova
2008 C conf
Fusing time series expression data through hybrid aggregation and hierarchical merge.
ECCB
Elena Tsiporkova, Veselka Boeva
2007 J jnl
Merging microarray cell synchronization experiments through curve alignment.
Bioinform.
Filip Hermans, Elena Tsiporkova
2007 — conf
Modelling and Simulation of the Genetic Phenomena of Additivity and Dominance via Gene Networks of Parallel Aggregation Processes.
BIRD
Elena Tsiporkova, Veselka Boeva
2007 J jnl
Two-Pass Imputation Algorithm for Missing Value Estimation in gene Expression Time Series.
J. Bioinform. Comput. Biol.
Elena Tsiporkova, Veselka Boeva
2006 — conf
A Cell-Cycle Knowledge Integration Framework.
DILS
Erick Antezana, Elena Tsiporkova, Vladimir Mironov, Martin Kuiper
2006 J jnl
Gene Time E
Bioinform.
Jo Criel, Elena Tsiporkova
2006 J jnl
Multi-step ranking of alternatives in a multi-criteria and multi-expert decision making environment.
Inf. Sci.
Elena Tsiporkova, Veselka Boeva
2005 J jnl
Ranking of admissible alternatives in interval decision making.
Int. J. Syst. Sci.
Veselka Boeva, Bernard De Baets, Elena Tsiporkova
2004 J jnl
Nonparametric recursive aggregation process.
Kybernetika
Elena Tsiporkova, Veselka Boeva
2000 Misc conf
Evaluation of various confidence-based strategies for isolated word rejection.
ICASSP
Elena Tsiporkova, Filiep Vanpoucke, Hugo Van hamme
2000 J jnl
Evidence theory in multivalued models of modal logic.
J. Appl. Non Class. Logics
Elena Tsiporkova, Bernard De Baets, Veselka Boeva
1999 J jnl
Conditioning in possibility theory with strict order norms.
Fuzzy Sets Syst.
Bernard De Baets, Elena Tsiporkova, Radko Mesiar
1999 J jnl
Convex combinations in terms of triangular norms: A characterization of idempotent, bisymmetrical and self-dual compensatory operators.
Fuzzy Sets Syst.
Bernhard Moser, Elena Tsiporkova, Erich-Peter Klement
1999 J jnl
Dempster's rule of conditioning translated into modal logic.
Fuzzy Sets Syst.
Elena Tsiporkova, Bernard De Baets, Veselka Boeva
1999 J jnl
Dempster-Shafer theory framed in modal logic.
Int. J. Approx. Reason.
Elena Tsiporkova, Veselka Boeva, Bernard De Baets
1999 J jnl
Evidence Measures Induced by Kripke's Accessibility Relations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Elena Tsiporkova, Veselka Boeva, Bernard De Baets
1999 — conf
Plausibility and Belief Measures Induced by Kripke Models.
ISIPTA
Veselka Boeva, Elena Tsiporkova, Bernard De Baets
1998 J jnl
A General Framework for Upper and Lower Possibilities and Necessities.
Int. J. Uncertain. Fuzziness Knowl. Based Syst.
Elena Tsiporkova, Bernard De Baets
1998 J jnl
Composition, cartesian and direct products of fuzzy multivalued mappings.
Fuzzy Sets Syst.
Elena Tsiporkova, Etienne E. Kerre
1998 J jnl
Continuity of fuzzy multivalued mappings.
Fuzzy Sets Syst.
Elena Tsiporkova, Bernard De Baets, Etienne E. Kerre
1998 Misc conf
Modelling Uncertainty with Kripke's Semantics.
AIMSA
Veselka Boeva, Elena Tsiporkova, Bernard De Baets
1998 J jnl
On the structure of the classes of stable and pure fuzzy sets.
Fuzzy Sets Syst.
Elena Tsiporkova, Bernard De Baets, Etienne E. Kerre