Dickson Owuor

According to our database, Dickson Owuor authored at least 28 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Novelty Detection in Event Surveillance Documents.

Edmond Odhiambo Menya, Roberto Interdonato, Dickson Owuor, Mathieu Roche

IEEE Access, 2026

2025

Recurrent Neural Networks with Transformers to Trade Financial Instruments.

Daniel Ruiru, Nicolas Jouandeau, Dickson Owuor

SN Comput. Sci., December, 2025

A Concise Ontological Model of the Design and Optoelectronic Properties in the Quantum Cascade Laser Domain.

Deperias Kerre, Anne Laurent, Kenneth Maussang, Dickson Owuor

Semantic Web, 2025

Semantic Enrichment of the Quantum Cascade Laser Properties in Text- A Knowledge Graph Generation Approach.

Deperias Kerre, Anne Laurent, Kenneth Maussang, Dickson Owuor

Proceedings of the Joint Proceedings of the Fourth International Workshop on LLM-Integrated Knowledge Graph Generation From Text (TEXT2KG) and the Second International BiKE Challenge co-located with the Extended Semantic Web Conference (ESWC 2025), 2025

Towards Generalizing Deep Reinforcement Learning Algorithms for Real World Applications.

Daniel Ruiru, Nicolas Jouandeau, Dickson Owuor

Proceedings of the Computational Intelligence - 17th International Joint Conference, 2025

Enhanced Mining of FTGPs Using Mutual Information and Metaheuristic Technique.

Dickson Odhiambo Owuor, Anne Laurent

Proceedings of the IEEE International Conference on Fuzzy Systems, 2025

2024

Clustering-based gradual pattern mining.

Dickson Odhiambo Owuor, Thomas A. Runkler, Anne Laurent, Lesley Bonyo

Int. J. Mach. Learn. Cybern., June, 2024

Self-Playing RNA Inverse Folding.

Stephen Obonyo, Nicolas Jouandeau, Dickson Owuor

SN Comput. Sci., April, 2024

Explainable epidemiological thematic features for event based disease surveillance.

Edmond Odhiambo Menya, Roberto Interdonato, Dickson Owuor, Mathieu Roche

Expert Syst. Appl., 2024

Decoding Molecular Language Model with Beam Search.

Stephen Obonyo, Nicolas Jouandeau, Dickson Owuor

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

EpidGPT: A Combined Strategy to Discriminate Between Redundant and New Information for Epidemiological Surveillance Systems.

Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor

Proceedings of the Natural Language Processing and Information Systems, 2024

LSTM versus Transformers: A Practical Comparison of Deep Learning Models for Trading Financial Instruments.

Daniel Ruiru, Nicolas Jouandeau, Dickson Odhiambo Owuor

Proceedings of the 16th International Joint Conference on Computational Intelligence, 2024

Integrating textual data for enhanced explanation of food crises at subnational scale.

Sarah Valentin, Edmond Odhiambo Menya, Roberto Interdonato, Mathieu Roche, Dickson Owuor

Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), 2024

RNA Generative Modeling With Tree Search.

Stephen Obonyo, Nicolas Jouandeau, Dickson Owuor

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2024

2023

Extension et adaptation des modèles de langues pour la classification de corpus en santé animale.

Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor

Proceedings of the Extraction et Gestion des Connaissances, 2023

A Text Mining Pipeline for Mining the Quantum Cascade Laser Properties.

Deperias Kerre, Anne Laurent, Kenneth Maussang, Dickson Owuor

Proceedings of the New Trends in Database and Information Systems, 2023

2022

A metaheuristic approach for mining gradual patterns.

Dickson Odhiambo Owuor, Thomas A. Runkler, Anne Laurent

Swarm Evol. Comput., 2022

Enriching Epidemiological Thematic Features For Disease Surveillance Corpora Classification.

Edmond Odhiambo Menya, Mathieu Roche, Roberto Interdonato, Dickson Owuor

Proceedings of the Thirteenth Language Resources and Evaluation Conference, 2022

Designing RNA Sequences by Self-play.

Stephen Obonyo, Nicolas Jouandeau, Dickson Owuor

Proceedings of the 14th International Joint Conference on Computational Intelligence, 2022

2021

Ant colony optimization for mining gradual patterns.

Dickson Odhiambo Owuor, Thomas A. Runkler, Anne Laurent, Joseph Onderi Orero, Edmond Odhiambo Menya

Int. J. Mach. Learn. Cybern., 2021

Mining Fuzzy Temporal Gradual Emerging Patterns.

Dickson Odhiambo Owuor, Anne Laurent, Joseph Onderi Orero

Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2021

Capturing the temporal constraints of gradual patterns.

Dickson Odhiambo Owuor

CoRR, 2021

Gradual Pattern Mining Tool on Cloud.

Dickson Owuor, Anne Laurent, Joseph Orero, Olivier Lobry

Proceedings of the Extraction et Gestion des Connaissances, 2021

Optimisation d'architecture de lacs de données basée sur les chaînes d'approvisionnement.

Marzieh Derakhshannia, Anne Laurent, Dickson Owuor

Proceedings of the Extraction et Gestion des Connaissances, 2021

Efficiently Mining Large Gradual Patterns Using Chunked Storage Layout.

Dickson Odhiambo Owuor, Anne Laurent

Proceedings of the Advances in Databases and Information Systems, 2021

2020

Capturing the temporal constraints of gradual patterns. (Capturer les contraintes temporelles des modèles graduels).

Dickson Owuor

PhD thesis, 2020

Exploiting IoT Data Crossings for Gradual Pattern Mining Through Parallel Processing.

Dickson Odhiambo Owuor, Anne Laurent, Joseph Onderi Orero

Proceedings of the ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium, 2020

2019

Mining Fuzzy-Temporal Gradual Patterns.

Dickson Owuor, Anne Laurent, Joseph Orero

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019