Larisa N. Soldatova

Orcid: 0000-0001-6489-3029

According to our database1, Larisa N. Soldatova authored at least 52 papers between 2004 and 2024.

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Bibliography

2024
Food process ontology requirements.
Semantic Web, 2024

Personalised Medicine: Establishing predictive machine learning models for drug responses in patient derived cell culture.
CoRR, 2024

Genesis: Towards the Automation of Systems Biology Research.
CoRR, 2024

Scientific Hypothesis Generation by a Large Language Model: Laboratory Validation in Breast Cancer Treatment.
CoRR, 2024

2023
Imbalanced regression using regressor-classifier ensembles.
Mach. Learn., April, 2023

The Future of Fundamental Science Led by Generative Closed-Loop Artificial Intelligence.
CoRR, 2023

Guidelines for the reuse of ontology content.
Appl. Ontology, 2023

Besoins ontologiques pour la transformation des aliments.
Proceedings of the 34es Journées francophones d'Ingénierie des Connaissances, 2023

Comprehensive Terms Board Visualization for News Analysis and Editorial Story Planning.
Proceedings of Text2Story, 2023

A Cognitive Theoretical Approach of Rhetorical News Analysis.
Proceedings of Text2Story, 2023

2022
Comprehensive contextual visualization of a news archive for aiding story planning.
Proceedings of Text2Story, 2022

2020
Guest editors' introduction to the special issue on Discovery Science.
Mach. Learn., 2020

Federated Ensemble Regression Using Classification.
Proceedings of the Discovery Science - 23rd International Conference, 2020

Generating Explainable and Effective Data Descriptors Using Relational Learning: Application to Cancer Biology.
Proceedings of the Discovery Science - 23rd International Conference, 2020

2019
Multi-task learning with a natural metric for quantitative structure activity relationship learning.
J. Cheminformatics, 2019

Neurodegenerative Disease Data Ontology.
Proceedings of the Discovery Science - 22nd International Conference, 2019

2018
Automating Sciences: Philosophical and Social Dimensions.
IEEE Technol. Soc. Mag., 2018

Meta-QSAR: a large-scale application of meta-learning to drug design and discovery.
Mach. Learn., 2018

ML-Schema: Exposing the Semantics of Machine Learning with Schemas and Ontologies.
CoRR, 2018

2017
An Ontology for Clinical Laboratory Standard Operating Procedures.
Proceedings of the Joint Ontology Workshops 2017 Episode 3: The Tyrolean Autumn of Ontology, 2017

2016
Generic ontology of datatypes.
Inf. Sci., 2016

Thematic issue of the Second combined Bio-ontologies and Phenotypes Workshop.
J. Biomed. Semant., 2016

2015
Special issue on bio-ontologies and phenotypes.
J. Biomed. Semant., 2015

Meta-QSAR: Learning How to Learn QSARs.
Proceedings of the 2015 International Workshop on Meta-Learning and Algorithm Selection co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases 2015 (ECMLPKDD 2015), 2015

Ontology Engineering: From an Art to a Craft - The Case of the Data Mining Ontologies.
Proceedings of the Ontology Engineering, 2015

Representing bioinformatics datatypes using the OntoDT ontology.
Proceedings of the International Conference on Biomedical Ontology, 2015

2014
Ontology of core data mining entities.
Data Min. Knowl. Discov., 2014

EXACT2: the semantics of biomedical protocols.
BMC Bioinform., 2014

Selected papers from the 16th Annual Bio-Ontologies Special Interest Group Meeting.
J. Biomed. Semant., 2014

2013
TRAK ontology: Defining standard care for the rehabilitation of knee conditions.
J. Biomed. Informatics, 2013

Selected papers from the 15th Annual Bio-Ontologies Special Interest Group Meeting.
J. Biomed. Semant., 2013

Representation of probabilistic scientific knowledge.
J. Biomed. Semant., 2013

Auditing Redundant Import in Reuse of a Top Level Ontology for the Drug Discovery Investigations Ontology.
Proceedings of the ICBO2013 Workshops: International Workshop on Vaccine and Drug Ontology Studies (VDOS 2013), International Workshop on Definitions in Ontologies (DO 2013), part of the Semantic Trilogy 2013 , Montreal, Quebec, Canada, July 6th, 2013

OntoDM-KDD: Ontology for Representing the Knowledge Discovery Process.
Proceedings of the Discovery Science - 16th International Conference, 2013

2012
Selected papers from the 14th Annual Bio-Ontologies Special Interest Group Meeting.
J. Biomed. Semant., 2012

Towards an Ontology of Biomodelling.
Proceedings of the Computational Methods in Systems Biology, 2012

2011
Selected papers from the 13th Annual Bio-Ontologies Special Interest Group Meeting.
J. Biomed. Semant., 2011

Representation of research hypotheses.
J. Biomed. Semant., 2011

Using Ontologies in Semantic Data Mining with SEGS and g-SEGS.
Proceedings of the Discovery Science - 14th International Conference, 2011

2010
An Ontology for Description of Drug Discovery Investigations.
J. Integr. Bioinform., 2010

Selected papers from the 12<sup>th</sup> annual Bio-Ontologies meeting.
J. Biomed. Semant., 2010

Modeling biomedical experimental processes with OBI.
J. Biomed. Semant., 2010

Representing Entities in the OntoDM Data Mining Ontology.
Proceedings of the Inductive Databases and Constraint-Based Data Mining., 2010

2009
The Robot Scientist Adam.
Computer, 2009

Towards an Ontology of Data Mining Investigations.
Proceedings of the Discovery Science, 12th International Conference, 2009

Semantic Annotation of Papers: Interface & Enrichment Tool (SAPIENT).
Proceedings of the BioNLP Workshop, BioNLP@HLT-NAACL 2009, 2009

An Ontology-Based Test Generation System.
Proceedings of the Semantic Web Technologies for e-Learning, 2009

2008
The EXACT description of biomedical protocols.
Proceedings of the Proceedings 16th International Conference on Intelligent Systems for Molecular Biology (ISMB), 2008

OntoDM: An Ontology of Data Mining.
Proceedings of the Workshops Proceedings of the 8th IEEE International Conference on Data Mining (ICDM 2008), 2008

Formalising Phylogenetic Experiments: Ontologies and Logical Inference.
Proceedings of the Symbiotic Relationships between Semantic Web and Knowledge Engineering, 2008

2006
An ontology for a Robot Scientist.
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006

2004
EASE: Evolutional Authoring Support Environment.
Proceedings of the Intelligent Tutoring Systems, 7th International Conference, 2004


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