Arturo Castellanos

27 papers C 1Misc 1Journal 9Unranked 16
YearRankTypeTitle / Venue / Authors
2025 J jnl
Conceptual Modeling: Topics, Themes, and Technology Trends.
CoRR
Veda C. Storey, Roman Lukyanenko, Arturo Castellanos
2025 J jnl
Domain Knowledge in Artificial Intelligence: Using Conceptual Modeling to Increase Machine Learning Accuracy and Explainability.
CoRR
Veda C. Storey, Jeffrey Parsons, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Wolfgang Maass, Alfred Castillo
2025 J jnl
Domain knowledge in artificial intelligence: Using conceptual modeling to increase machine learning accuracy and explainability.
Data Knowl. Eng.
Veda C. Storey, Jeffrey Parsons, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Alfred Castillo, Wolfgang Maaß
2025 J jnl
From Representation to Mediation: A New Agenda for Conceptual Modeling Research in A Digital World.
CoRR
Jan Recker, Roman Lukyanenko, Mohammad Ali Jabbari Sabegh, Binny M. Samuel, Arturo Castellanos
2024 — conf
The Ontology of Fields as a Foundation for Conceptual Modeling.
ER (Companion)
Arturo Castellanos, Jon W. Beard, Binny M. Samuel, Keng Siau, Carson Woo, Veda C. Storey, Roman Lukyanenko, Roger H. L. Chiang, Debra E. VanderMeer
2023 — conf
Conceptual Alignment Method.
AMCIS
Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey, Jonas S. Almeida
2023 J jnl
Conceptual Modeling: Topics, Themes, and Technology Trends.
ACM Comput. Surv.
Veda C. Storey, Roman Lukyanenko, Arturo Castellanos
2022 C conf
AI Explainability: Embedding Conceptual Models.
ICIS
Wolfgang Maass, Arturo Castellanos, Monica C. Tremblay, Roman Lukyanenko, Veda C. Storey
2022 — conf
ConceptSuperimposition: Using Conceptual Modeling Method for Explainable AI.
AAAI Spring Symposium: MAKE
Wolfgang Maass, Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Veda C. Storey
2021 J jnl
Conceptual Modeling in a Digital World: A New Framework and Research Agenda (Extended Abstract).
EMISA Forum
Jan Recker, Roman Lukyanenko, Mohammad Jabbari, Binny M. Samuel, Arturo Castellanos
2021 J jnl
From Representation to Mediation: A New Agenda for Conceptual Modeling Research in a Digital World.
MIS Q.
Jan Recker, Roman Lukyanenko, Mohammad Jabbari, Binny M. Samuel, Arturo Castellanos
2021 — conf
Improving Machine Learning Performance Using Conceptual Modeling.
AAAI Spring Symposium: Combining Machine Learning with Knowledge Engineering
Arturo Castellanos, Alfred Castillo, Monica Chiarini Tremblay, Roman Lukyanenko, Jeffrey Parsons, Veda C. Storey
2021 — conf
Research Agenda for Basic Explainable AI.
AMCIS
Roman Lukyanenko, Arturo Castellanos, Binny M. Samuel, Monica C. Tremblay, Wolfgang Maass
2020 J jnl
Basic Classes in Conceptual Modeling: Theory and Practical Guidelines.
J. Assoc. Inf. Syst.
Arturo Castellanos, Monica Chiarini Tremblay, Roman Lukyanenko, Binny M. Samuel
2020 — conf
Introducing GSO: A General Systemist Ontology.
ER Forum/Posters/Demos
Roman Lukyanenko, Veda Storey, Arturo Castellanos
2020 — conf
Modeling Observational Crowdsourcing.
ER Forum/Posters/Demos
Arturo Castellanos, Roman Lukyanenko, Veda C. Storey
2020 — conf
Superimposition: Augmenting Machine Learning Outputs with Conceptual Models for Explainable AI.
ER (Workshops)
Roman Lukyanenko, Arturo Castellanos, Veda C. Storey, Alfred Castillo, Monica Chiarini Tremblay, Jeffrey Parsons
2019 — conf
Inferring Structure for Design: An Inductive Approach to Ontology Generation.
ER Forum/Posters/Demos
Alfred Castillo, Arturo Castellanos, Debra E. VanderMeer
2019 — conf
Using Conceptual Modeling to Support Machine Learning.
CAiSE Forum
Roman Lukyanenko, Arturo Castellanos, Jeffrey Parsons, Monica Chiarini Tremblay, Veda C. Storey
2018 J jnl
ExUP recommendations: Inferring user's product metadata preferences from single-criterion rating systems.
Decis. Support Syst.
Alfred Castillo, Debra E. VanderMeer, Arturo Castellanos
2017 — conf
Multi-Paradigmatic Theorizing: Mixing Design and Exploration.
AMCIS
Alireza Amrollahi, Roman Lukyanenko, Arturo Castellanos
2017 — conf
Understanding Benefits and Limitations of Unstructured Data Collection for Repurposing Organizational Data.
SIGSAND
Arturo Castellanos, Alfred Castillo, Roman Lukyanenko, Monica Chiarini Tremblay
2016 — conf
Prominent voices and prevalent discourses: A corporate social responsibility application.
ICDIM
Carlos M. Parra, Monica Chiarini Tremblay, Arturo Castellanos
2015 — conf
Analyzing Corporate Social Responsibility Reports Using Unsupervised and Supervised Text Data Mining.
DESRIST
Monica Chiarini Tremblay, Carlos M. Parra, Arturo Castellanos
2015 — conf
Corporate Social Responsibility Reports: Understanding Topics via Text Mining.
AMCIS
Arturo Castellanos, Carlos M. Parra, Monica Chiarini Tremblay
2014 — conf
Improving Case Management via Statistical Text Mining in a Foster Care Organization.
DESRIST
Alfred Castillo, Arturo Castellanos, Monica Chiarini Tremblay
2014 Misc conf
Improving Case Management via Statistical Text Mining of in a Foster Care Organization: Examining Psychotropic.
AMIA
Arturo Castellanos, Alfred Castillo, Monica C. Tremblay