Elena Tsiporkova

According to our database1, Elena Tsiporkova authored at least 66 papers between 1997 and 2023.

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Bibliography

2023
Data-driven estimation of blade icing risk in wind turbines.
Proceedings of the IEEE International Conference on Prognostics and Health Management, 2023

Multi-view contextual performance profiling in rotating machinery.
Proceedings of the IEEE International Conference on Prognostics and Health Management, 2023

Mitigating Concept Drift in Distributed Contexts with Dynamic Repository of Federated Models.
Proceedings of the IEEE International Conference on Big Data, 2023

Elucidating Transition State Behaviour from Mobility Data by Cascades of Markov Chains.
Proceedings of the 36th Canadian Conference on Artificial Intelligence, 2023

2022
Making Sense of ANPR Data via Intelligent Spatio-temporal Disaggregation of Traffic Flows.
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Data-Driven Usage Profiling and Anomaly Detection in Support of Sustainable Machining Processes.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Mining of Spatiotemporal Trajectory Profiles Derived from Mobility Data.
Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

2021
Data-Driven Divide-and-Conquer for Estimating Build Times of 3D Objects.
Proceedings of the 2021 International Conference on Data Mining, 2021

Functional Foot Segmentation Based on Plantar Pressure Measurements for Profiling Subjects Performing a Running Exercise.
Proceedings of the 2021 International Conference on Data Mining, 2021

Deriving Spatio-temporal Trajectory Fingerprints from Mobility Data using Non-Negative Matrix Factorisation.
Proceedings of the 2021 International Conference on Data Mining, 2021

2020
Visual Analytics for Extracting Trends from Spatio-temporal Data.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2020

Layered Integration Approach for Multi-view Analysis of Temporal Data.
Proceedings of the Advanced Analytics and Learning on Temporal Data, 2020

Split-Merge Evolutionary Clustering for Multi-View Streaming Data.
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020

A Data-driven Methodology to Characterize the Dynamic Pattern of Human Motion Based on Plantar Pressure Measurements.
Proceedings of the 10th IEEE International Conference on Intelligent Systems, 2020

Root causes labelling of industrial assets via relevancy estimation of event logs.
Proceedings of the Advances in Data Mining, 2020

2019
A Split-Merge Evolutionary Clustering Algorithm.
Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

Bipartite Split-Merge Evolutionary Clustering.
Proceedings of the Agents and Artificial Intelligence - 11th International Conference, 2019

Industrial Assets Performance Labelling Based on Numerically Encoded Event Logs.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2018
Event Relevancy Pruning in Support of Energy-Efficient Sequential Pattern Mining.
Proceedings of the ECML PKDD 2018 Workshops, 2018

Ontology-driven multilevel sequential pattern mining: mining for gold in event logs of photovoltaic plants.
Proceedings of the 9th IEEE International Conference on Intelligent Systems, 2018

Annotating the Performance of Industrial Assets via Relevancy Estimation of Event Logs.
Proceedings of the 17th IEEE International Conference on Machine Learning and Applications, 2018

Data-driven Relevancy Estimation for Event Logs Exploration and Preprocessing.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

Evolutionary Clustering Techniques for Expertise Mining Scenarios.
Proceedings of the 10th International Conference on Agents and Artificial Intelligence, 2018

2017
Attributing Recognised Activities in Multi-Person Households Using Ontology-Based Finite State Machines.
Proceedings of the Second Workshop on Semantic Web Technologies for the Internet of Things co-located with 16th International Semantic Web Conference (ISWC 2017), 2017

Advanced Data-driven Techniques for Mining Expertise.
Proceedings of the 30th Annual Workshop of the Swedish Artificial Intelligence Society, 2017

Data-driven Techniques for Expert Finding.
Proceedings of the 9th International Conference on Agents and Artificial Intelligence, 2017

2016
Identifying a group of subject experts using formal concept analysis.
Proceedings of the 8th IEEE International Conference on Intelligent Systems, 2016

Towards Recognising Activities of Daily Living through Indoor Localisation Techniques.
Proceedings of the Advances on P2P, 2016

2015
Predicting Hourly Energy Consumption. Can Regression Modeling Improve on an Autoregressive Baseline?
Proceedings of the Data Analytics for Renewable Energy Integration, 2015

A semantic model of events for integrating photovoltaic monitoring data.
Proceedings of the 13th IEEE International Conference on Industrial Informatics, 2015

2014
A Formal Concept Analysis Approach to Consensus Clustering of Multi-Experiment Expression Data.
BMC Bioinform., 2014

A method for evaluation of learning components.
Autom. Softw. Eng., 2014

Semantic-Aware Expert Partitioning.
Proceedings of the Artificial Intelligence: Methodology, Systems, and Applications, 2014

2013
Semantic Modelling in Support of Adaptive Multimodal Interface Design.
Proceedings of the Human-Computer Interaction - INTERACT 2013, 2013

Emergencia: Pro-active decision support for emergency coordination through actionable emergency plans.
Proceedings of the 11th IEEE International Conference on Industrial Informatics, 2013

A Graph-based Disambiguation Approach for Construction of an Expert Repository from Public Online Sources.
Proceedings of the ICAART 2013, 2013

2012
An Integrative Clustering Approach Combining Particle Swarm Optimization and Formal Concept Analysis.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2012

Ontology-driven multimodal interface design for an emergency response application.
Proceedings of the 9th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2012

An Integrative DTW-based imputation method for gene expression time series data.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

Measuring expertise similarity in expert networks.
Proceedings of the 6th IEEE International Conference on Intelligent Systems, 2012

2011
Towards a Semantic Modelling Framework in Support of Multimodal User Interface Design.
Proceedings of the Human-Computer Interaction - INTERACT 2011, 2011

Tool Support for Technology Scouting Using Online Sources.
Proceedings of the Advances in Conceptual Modeling. Recent Developments and New Directions - ER 2011 Workshops FP-UML, MoRE-BI, Onto-CoM, SeCoGIS, Variability@ER, WISM, Brussels, Belgium, October 31, 2011

2008
Fusing time series expression data through hybrid aggregation and hierarchical merge.
Proceedings of the ECCB'08 Proceedings, 2008

A Novel Adaptive Multiple Imputation Algorithm.
Proceedings of the Bioinformatics Research and Development, 2008

2007
Two-Pass Imputation Algorithm for Missing Value Estimation in gene Expression Time Series.
J. Bioinform. Comput. Biol., 2007

Merging microarray cell synchronization experiments through curve alignment.
Bioinform., 2007

Modelling and Simulation of the Genetic Phenomena of Additivity and Dominance via Gene Networks of Parallel Aggregation Processes.
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2006
Multi-step ranking of alternatives in a multi-criteria and multi-expert decision making environment.
Inf. Sci., 2006

Gene Time E<i>chi</i>pression Warper: a tool for alignment, template matching and visualization of gene expression time series.
Bioinform., 2006

A Cell-Cycle Knowledge Integration Framework.
Proceedings of the Data Integration in the Life Sciences, Third International Workshop, 2006

2005
Ranking of admissible alternatives in interval decision making.
Int. J. Syst. Sci., 2005

2004
Nonparametric recursive aggregation process.
Kybernetika, 2004

2000
Evidence theory in multivalued models of modal logic.
J. Appl. Non Class. Logics, 2000

Evaluation of various confidence-based strategies for isolated word rejection.
Proceedings of the IEEE International Conference on Acoustics, 2000

1999
Evidence Measures Induced by Kripke's Accessibility Relations.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1999

Dempster-Shafer theory framed in modal logic.
Int. J. Approx. Reason., 1999

Dempster's rule of conditioning translated into modal logic.
Fuzzy Sets Syst., 1999

Convex combinations in terms of triangular norms: A characterization of idempotent, bisymmetrical and self-dual compensatory operators.
Fuzzy Sets Syst., 1999

Conditioning in possibility theory with strict order norms.
Fuzzy Sets Syst., 1999

Plausibility and Belief Measures Induced by Kripke Models.
Proceedings of the ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June, 1999

1998
A General Framework for Upper and Lower Possibilities and Necessities.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 1998

Composition, cartesian and direct products of fuzzy multivalued mappings.
Fuzzy Sets Syst., 1998

Continuity of fuzzy multivalued mappings.
Fuzzy Sets Syst., 1998

On the structure of the classes of stable and pure fuzzy sets.
Fuzzy Sets Syst., 1998

Modelling Uncertainty with Kripke's Semantics.
Proceedings of the Artificial Intelligence: Methodology, 1998

1997
A fuzzy inclusion based approach to upper inverse images under fuzzy multivalued mappings.
Fuzzy Sets Syst., 1997


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