On the relationship between MDPs and the BDI architecture. - Gerardo I. Simari; Simon Parsons (AAMAS, 2006)

A stochastic language for modelling opponent agents. - Gerardo I. Simari; Amy Sliva; Dana S. Nau; V. S. Subrahmanian (AAMAS, 2006)

How Dirty Is Your Relational Database? An Axiomatic Approach. - Maria Vanina Martinez; Andrea Pugliese 001; Gerardo I. Simari; V. S. Subrahmanian; Henri Prade (ECSQARU, 2007)

Finding Most Probable Worlds of Probabilistic Logic Programs. - Samir Khuller; Maria Vanina Martinez; Dana S. Nau; Gerardo I. Simari; Amy Sliva; V. S. Subrahmanian (SUM, 2007)

Computing most probable worlds of action probabilistic logic programs: scalable estimation for 1030, 000 worlds. - Samir Khuller; Maria Vanina Martinez; Dana S. Nau; Amy Sliva; Gerardo I. Simari; V. S. Subrahmanian (Ann. Math. Artif. Intell., 2007)

CARA: A Cultural-Reasoning Architecture. - V. S. Subrahmanian; Massimiliano Albanese; Maria Vanina Martinez; Dana S. Nau; Diego Reforgiato Recupero; Gerardo I. Simari; Amy Sliva; Octavian Udrea; Jonathan Wilkenfeld (IEEE Intell. Syst., 2007)

Inconsistency Management Policies. - Maria Vanina Martinez; Francesco Parisi; Andrea Pugliese 001; Gerardo I. Simari; V. S. Subrahmanian (KR, 2008)

Promises Kept, Promises Broken: An Axiomatic and Quantitative Treatment of Fulfillment. - Gerardo I. Simari; Matthias Broecheler; V. S. Subrahmanian; Sarit Kraus (KR, 2008)

Scaling Most Probable World Computations in Probabilistic Logic Programs. - Gerardo I. Simari; Maria Vanina Martinez; Amy Sliva; V. S. Subrahmanian (SUM, 2008)

CONVEX: Similarity-Based Algorithms for Forecasting Group Behavior. - Maria Vanina Martinez; Gerardo I. Simari; Amy Sliva; V. S. Subrahmanian (IEEE Intell. Syst., 2008)

Aggregate Query Answering under Uncertain Schema Mappings. - Avigdor Gal; Maria Vanina Martinez; Gerardo I. Simari; V. S. Subrahmanian (ICDE, 2009)

Using Histograms to Better Answer Queries to Probabilistic Logic Programs. - Matthias Broecheler; Gerardo I. Simari; V. S. Subrahmanian (ICLP, 2009)

Stochastic Reasoning with Models of Agent Behavior. - Gerardo I. Simari (ICLP, 2009)

A graph-theoretic approach to protect static and moving targets from adversaries. - John P. Dickerson; Gerardo I. Simari; V. S. Subrahmanian; Sarit Kraus (AAMAS, 2010)

Abductive Inference in Probabilistic Logic Programs. - Gerardo I. Simari; V. S. Subrahmanian (ICLP (Technical Communications), 2010)

Efficient Policy-Based Inconsistency Management in Relational Knowledge Bases. - Maria Vanina Martinez; Francesco Parisi; Andrea Pugliese 001; Gerardo I. Simari; V. S. Subrahmanian (SUM, 2010)

Cost-Based Query Answering in Action Probabilistic Logic Programs. - Gerardo I. Simari; John P. Dickerson; V. S. Subrahmanian (SUM, 2010)

Stochastic Reasoning with Action Probabilistic Logic Programs. - Gerardo Ignacio Simari (2010)

Markov Decision Processes and the Belief-Desire-Intention Model - Bridging the Gap for Autonomous Agents. - Gerardo I. Simari; Simon Parsons (Springer, 2011)

Approximate Achievability in Event Databases. - Austin Parker; Gerardo I. Simari; Amy Sliva; V. S. Subrahmanian (ECSQARU, 2011)

Conjunctive Query Answering in Probabilistic Datalog+/- Ontologies. - Georg Gottlob; Thomas Lukasiewicz; Gerardo I. Simari (RR, 2011)

Answering Threshold Queries in Probabilistic Datalog+/- Ontologies. - Georg Gottlob; Thomas Lukasiewicz; Gerardo I. Simari (SUM, 2011)

Annotated probabilistic temporal logic. - Paulo Shakarian; Austin Parker; Gerardo I. Simari; V. S. Subrahmanian (ACM Trans. Comput. Log., 2011)

Inconsistency-Tolerant Query Rewriting for Linear Datalog+/-. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (Datalog, 2012)

Inconsistency Handling in Datalog+/- Ontologies. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (ECAI, 2012)

Consistent Answers in Probabilistic Datalog+/- Ontologies. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (RR, 2012)

Heuristic Ranking in Tightly Coupled Probabilistic Description Logics. - Thomas Lukasiewicz; Maria Vanina Martinez; Giorgio Orsi 001; Gerardo I. Simari (UAI, 2012)

Focused most probable world computations in probabilistic logic programs. - Gerardo I. Simari; Maria Vanina Martinez; Amy Sliva; V. S. Subrahmanian (Ann. Math. Artif. Intell., 2012)

Annotated Probabilistic Temporal Logic: Approximate Fixpoint Implementation. - Paulo Shakarian; Gerardo I. Simari; V. S. Subrahmanian (ACM Trans. Comput. Log., 2012)

MANCaLog: a logic for multi-attribute network cascades. - Paulo Shakarian; Gerardo I. Simari; Robert Schroeder (AAMAS, 2013)

Complexity of Inconsistency-Tolerant Query Answering in Datalog+/-. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (Description Logics, 2013)

Reasoning with DL-based CP-nets. - Tommaso Di Noia; Thomas Lukasiewicz; Gerardo I. Simari (Description Logics, 2013)

Query Answering in Datalog+/- Ontologies under Group Preferences and Probabilistic Uncertainty. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (ICWE Workshops, 2013)

Preference-Based Query Answering in Datalog+/- Ontologies. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo Ignacio Simari (IJCAI, 2013)

Preference-Based Query Answering in Probabilistic Datalog+/- Ontologies. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (OTM Conferences, 2013)

Group Preferences for Query Answering in Datalog+/- Ontologies. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (SUM, 2013)

Reasoning with Semantic-Enabled Qualitative Preferences. - Tommaso Di Noia; Thomas Lukasiewicz; Gerardo I. Simari (SUM, 2013)

Query Answering in Probabilistic Datalog+/- Ontologies under Group Preferences. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (Web Intelligence, 2013)

Query answering under probabilistic uncertainty in Datalog+ / - ontologies. - Georg Gottlob; Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (Ann. Math. Artif. Intell., 2013)

Top-k Query Answering in Datalog+/- Ontologies under Subjective Reports (Technical Report). - Thomas Lukasiewicz; Maria Vanina Martinez; Cristian Molinaro; Livia Predoiu; Gerardo I. Simari (CoRR, 2013)

MANCaLog: A Logic for Multi-Attribute Network Cascades (Technical Report) - Paulo Shakarian; Gerardo I. Simari; Robert Schroeder (CoRR, 2013)

Parallel Abductive Query Answering in Probabilistic Logic Programs. - Gerardo I. Simari; John P. Dickerson; Amy Sliva; V. S. Subrahmanian (ACM Trans. Comput. Log., 2013)

Reasoning about Complex Networks: A Logic Programming Approach. - Paulo Shakarian; Gerardo I. Simari; Devon Callahan (Theory Pract. Log. Program., 2013)

Tractable Probabilistic Description Logic Programs. - Thomas Lukasiewicz; Gerardo I. Simari (Advances in Probabilistic Databases for Uncertain Information Management, 2013)

Probabilistic Preference Logic Networks. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari (ECAI, 2014)

Belief Revision in Structured Probabilistic Argumentation. - Paulo Shakarian; Gerardo I. Simari; Marcelo A. Falappa (FoIKS, 2014)

Computing k-rank answers with Ontological CP-Nets. - Tommaso Di Noia; Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (SEBD, 2014)

Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/-. - Thomas Lukasiewicz; Maria Vanina Martinez; Livia Predoiu; Gerardo I. Simari (URSW (LNCS Vol.), 2014)

Ontological CP-Nets. - Tommaso Di Noia; Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (URSW (LNCS Vol.), 2014)

Answering Ontological Ranking Queries Based on Subjective Reports. - Thomas Lukasiewicz; Maria Vanina Martínez; Cristian Molinaro; Livia Predoiu; Gerardo I. Simari (SUM, 2014)

An Argumentation-Based Framework to Address the Attribution Problem in Cyber-Warfare. - Paulo Shakarian; Gerardo I. Simari; Geoffrey Moores; Simon Parsons; Marcelo A. Falappa (CoRR, 2014)

Policy-based inconsistency management in relational databases. - Maria Vanina Martinez; Francesco Parisi; Andrea Pugliese 001; Gerardo I. Simari; V. S. Subrahmanian (Int. J. Approx. Reason., 2014)

Ontology-Based Query Answering with Group Preferences. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (ACM Trans. Internet Techn., 2014)

Data-driven Generation of Policies - Austin Parker; Gerardo I. Simari; Amy Sliva; V. S. Subrahmanian (Springer, 2014)

From Classical to Consistent Query Answering under Existential Rules. - Thomas Lukasiewicz; Maria Vanina Martinez; Andreas Pieris; Gerardo I. Simari (AAAI, 2015)

Combining Existential Rules with the Power of CP-Theories. - Tommaso Di Noia; Thomas Lukasiewicz; Maria Vanina Martínez; Gerardo I. Simari; Oana Tifrea-Marciuska (IJCAI, 2015)

Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange. - Thomas Lukasiewicz; Maria Vanina Martinez; Livia Predoiu; Gerardo I. Simari (RuleML, 2015)

Probabilistic Ontological Data Exchange with Bayesian Networks. - Thomas Lukasiewicz; Maria Vanina Martinez; Livia Predoiu; Gerardo I. Simari (URSW@ISWC, 2015)

Preference-Based Query Answering in Probabilistic Datalog+/- Ontologies. - Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (J. Data Semant., 2015)

Cyber Attribution: An Argumentation-Based Approach. - Paulo Shakarian; Gerardo I. Simari; Geoffrey Moores; Simon Parsons (Cyber Warfare, 2015)

Basic Probabilistic Ontological Data Exchange with Existential Rules. - Thomas Lukasiewicz; Maria Vanina Martinez; Livia Predoiu; Gerardo I. Simari (AAAI, 2016)

Toward Argumentation-Based Cyber Attribution. - Eric Nunes; Paulo Shakarian; Gerardo I. Simari (AAAI Workshop: Artificial Intelligence for Cyber Security, 2016)

Argumentation models for cyber attribution. - Eric Nunes; Paulo Shakarian; Gerardo I. Simari; Andrew Ruef (ASONAM, 2016)

Ranking Answers to Datalog+/- Ontologies based on Trust and Reliability of Subjective Reports. - Thomas Lukasiewicz; Maria Vanina Martinez; Cristian Molinaro; Livia Predoiu; Gerardo I. Simari (Computational Models of Rationality, 2016)

Using Argument Features to Improve the Argumentation Process. - Maximiliano Celmo David Budán; Gerardo I. Simari; Guillermo Ricardo Simari (COMMA, 2016)

Probabilistic Models over Weighted Orderings: Fixed-Parameter Tractable Variable Elimination. - Thomas Lukasiewicz; Maria Vanina Martinez; David Poole 001; Gerardo Ignacio Simari (KR, 2016)

Belief revision in structured probabilistic argumentation - Model and application to cyber security. - Paulo Shakarian; Gerardo I. Simari; Geoffrey Moores; Damon Paulo; Simon Parsons; Marcelo A. Falappa; Ashkan Aleali (Ann. Math. Artif. Intell., 2016)

A quantitative approach to belief revision in structured probabilistic argumentation. - Gerardo I. Simari; Paulo Shakarian; Marcelo A. Falappa (Ann. Math. Artif. Intell., 2016)

AI's 10 to Watch. - Haris Aziz 001; Elias Bareinboim; Yejin Choi 001; Daniel J. Hsu; Shivaram Kalyanakrishnan; Reshef Meir; Suchi Saria; Gerardo I. Simari; Lirong Xia; William Yeoh 001 (IEEE Intell. Syst., 2016)

A First Approach to Belief Dynamics in Complex Social Networks. - Fabio R. Gallo; Gerardo I. Simari; Maria Vanina Martínez; Natalia Abad Santos; Marcelo A. Falappa (AMW, 2017)

Measuring cyber attribution in games. - Andrew Ruef; Eric Nunes; Paulo Shakarian; Gerardo I. Simari (eCrime, 2017)

An approach to characterize graded entailment of arguments through a label-based framework. - Maximiliano Celmo Budán; Gerardo I. Simari; Ignacio Darío Viglizzo; Guillermo Ricardo Simari (Int. J. Approx. Reason., 2017)

Reasoning about Sentiment and Knowledge Diffusion in Social Networks. - Fabio R. Gallo; Gerardo I. Simari; Maria Vanina Martinez; Marcelo A. Falappa; Natalia Abad Santos (IEEE Internet Comput., 2017)

A Probabilistic Logic of Cyber Deception. - Sushil Jajodia; Noseong Park; Fabio Pierazzi; Andrea Pugliese 001; Edoardo Serra; Gerardo I. Simari; V. S. Subrahmanian (IEEE Trans. Inf. Forensics Secur., 2017)

Ontology-Based Data Access Leveraging Subjective Reports - Gerardo I. Simari; Cristian Molinaro; Maria Vanina Martinez; Thomas Lukasiewicz; Livia Predoiu (Springer, 2017)

Leveraging Probabilistic Existential Rules for Adversarial Deduplication. - José Paredes; Maria Vanina Martinez; Gerardo I. Simari; Marcelo A. Falappa (PRUV@IJCAR, 2018)

At-risk system identification via analysis of discussions on the darkweb. - Eric Nunes; Paulo Shakarian; Gerardo I. Simari (eCrime, 2018)

DARKMENTION: A Deployed System to Predict Enterprise-Targeted External Cyberattacks. - Mohammed Almukaynizi; Ericsson Marin; Eric Nunes; Paulo Shakarian; Gerardo I. Simari; Dipsy Kapoor; Timothy Siedlecki (ISI, 2018)

An Incremental Approach to Structured Argumentation over Dynamic Knowledge Bases. - Gianvincenzo Alfano; Sergio Greco; Francesco Parisi; Gerardo Ignacio Simari; Guillermo Ricardo Simari (KR, 2018)

Incremental computation of warranted arguments in dynamic defeasible argumentation: the rule addition case. - Gianvincenzo Alfano; Sergio Greco; Francesco Parisi; Gerardo I. Simari; Guillermo Ricardo Simari (SAC, 2018)

Inferring Quantitative Preferences: Beyond Logical Deduction. - Maria Vanina Martinez; Lluís Godo; Gerardo I. Simari (SUM, 2018)

Lightweight Tag-Aware Personalized Recommendation on the Social Web Using Ontological Similarity. - Zhenghua Xu 001; Oana Tifrea-Marciuska; Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Cheng Chen 002 (IEEE Access, 2018)

Ontological query answering under many-valued group preferences in Datalog+/-. - Bettina Fazzinga; Thomas Lukasiewicz; Maria Vanina Martinez; Gerardo I. Simari; Oana Tifrea-Marciuska (Int. J. Approx. Reason., 2018)

First Steps towards Data-Driven Adversarial Deduplication. - José Paredes; Gerardo I. Simari; Maria Vanina Martinez; Marcelo A. Falappa (Inf., 2018)

Cyber Threat Analysis with Structured Probabilistic Argumentation. - Mario A. Leiva; Gerardo I. Simari; Guillermo Ricardo Simari; Paulo Shakarian (AI³@AI*IA, 2019)

DAQAP: Defeasible Argumentation Query Answering Platform. - Mario A. Leiva; Gerardo I. Simari; Sebastian Gottifredi; Alejandro Javier García; Guillermo Ricardo Simari (FQAS, 2019)

From Data to Knowledge Engineering for Cybersecurity. - Gerardo I. Simari (IJCAI, 2019)

Explanation-Friendly Query Answering Under Uncertainty. - Maria Vanina Martinez; Gerardo I. Simari (RW, 2019)

BEEF: Balanced English Explanations of Forecasts. - Sachin Grover; Chiara Pulice; Gerardo I. Simari; V. S. Subrahmanian (IEEE Trans. Comput. Soc. Syst., 2019)

Towards Effective and Efficient Approximate Query Answering in Probabilistic DeLP (short paper). - Mario A. Leiva; Gerardo I. Simari; Alejandro Garcia (AI³@AI*IA, 2020)

Guidelines for the Analysis and Design of Argumentation-Based Recommendation Systems. - Mario A. Leiva; Maximiliano Celmo David Budán; Gerardo I. Simari (IEEE Intell. Syst., 2020)

Predicting user reactions to Twitter feed content based on personality type and social cues. - Fabio R. Gallo; Gerardo I. Simari; Maria Vanina Martinez; Marcelo A. Falappa (Future Gener. Comput. Syst., 2020)

A Logic Programming Approach to Predict Enterprise-Targeted Cyberattacks. - Mohammed Almukaynizi; Ericsson Marin; Malay Shah; Eric Nunes; Gerardo I. Simari; Paulo Shakarian (Data Science in Cybersecurity and Cyberthreat Intelligence, 2020)

Incremental computation for structured argumentation over dynamic DeLP knowledge bases. - Gianvincenzo Alfano; Sergio Greco; Francesco Parisi; Gerardo I. Simari; Guillermo Ricardo Simari (Artif. Intell., 2021)

The Big-2/ROSe Model of Online Personality. - Gerardo I. Simari; Maria Vanina Martinez; Fabio R. Gallo; Marcelo A. Falappa (Cogn. Comput., 2021)

On the Importance of Domain-specific Explanations in AI-based Cybersecurity Systems (Technical Report). - José Paredes; Juan Carlos Teze; Gerardo I. Simari; Maria Vanina Martinez (CoRR, 2021)

Guest Editorial Argumentation-Based Reasoning. - Francesco Parisi; Gerardo I. Simari (IEEE Intell. Syst., 2021)

Detecting malicious behavior in social platforms via hybrid knowledge- and data-driven systems. - José Paredes; Gerardo I. Simari; Maria Vanina Martinez; Marcelo A. Falappa (Future Gener. Comput. Syst., 2021)

On the Incremental Computation of Semantics in Dynamic Argumentation. - Gianvincenzo Alfano; Sergio Greco; Francesco Parisi; Gerardo I. Simari; Guillermo Ricardo Simari (FLAP, 2021)

NetDER: An Architecture for Reasoning About Malicious Behavior. - José Paredes; Gerardo I. Simari; Maria Vanina Martinez; Marcelo A. Falappa (Inf. Syst. Frontiers, 2021)

Labeled Bipolar Argumentation Frameworks. - Melisa Gisselle Escañuela Gonzalez; Maximiliano Celmo David Budán; Gerardo I. Simari; Guillermo Ricardo Simari (J. Artif. Intell. Res., 2021)

Extensions to Generalized Annotated Logic and an Equivalent Neural Architecture. - Paulo Shakarian; Gerardo I. Simari (TransAI, 2022)

Inconsistency-tolerant query answering for existential rules. - Thomas Lukasiewicz; Enrico Malizia; Maria Vanina Martinez; Cristian Molinaro; Andreas Pieris; Gerardo I. Simari (Artif. Intell., 2022)

Argumentation-Based Query Answering under Uncertainty with Application to Cybersecurity. - Mario A. Leiva; Alejandro Javier García; Paulo Shakarian; Gerardo I. Simari (Big Data Cogn. Comput., 2022)

An approach to improve argumentation-based epistemic planning with contextual preferences. - Juan Carlos Teze; Lluís Godo; Gerardo I. Simari (Int. J. Approx. Reason., 2022)

The HEIC application framework for implementing XAI-based socio-technical systems. - José Paredes; Juan Carlos Teze; Maria Vanina Martinez; Gerardo I. Simari (Online Soc. Networks Media, 2022)

Local Belief Dynamics in Network Knowledge Bases. - Fabio R. Gallo; Gerardo I. Simari; Maria Vanina Martinez; Natalia Abad Santos; Marcelo A. Falappa (ACM Trans. Comput. Log., 2022)

A Neuro-symbolic Approach to Argument Comparison in Structured Argumentation. - Damián Ariel Furman; Stephanie Anneris Malvicini; Maria Vanina Martinez; Paulo Shakarian; Gerardo Ignacio Simari; Yamil Osvaldo Soto (AI³@AI*IA, 2023)

A Multi-Agent System for Addressing Cybersecurity Issues in Social Networks. - Antonella C. Garcia; Maria Vanina Martinez; Cristhian A. D. Deagustini; Gerardo I. Simari (ENIGMA@KR, 2023)

Neuro Symbolic Reasoning and Learning - Paulo Shakarian; Chitta Baral; Gerardo I. Simari; Bowen Xi; Lahari Pokala (Springer, 2023)

Scalable Query Answering Under Uncertainty to Neuroscientific Ontological Knowledge: The NeuroLang Approach. - Gaston E. Zanitti; Yamil Soto; Valentin Iovene; Maria Vanina Martinez; Ricardo Oscar Rodríguez; Gerardo I. Simari; Demian Wassermann (Neuroinformatics, 2023)

A Mathematical Conceptualization of Bundle Sets in Defeasible Logic Programming. - Yamil Osvaldo Soto; Cristhian Ariel David Deagustini; Maria Vanina Martinez; Gerardo Ignacio Simari (SAC, 2024)

Towards a Dialogue Game-Based Semantics for Extended Abstract Argumentation Frameworks Based on Indecision-Blocking. - Yamil Osvaldo Soto; Cristhian Ariel David Deagustini; Maria Vanina Martinez; Gerardo Ignacio Simari (SUM, 2024)

Geospatial Trajectory Generation via Efficient Abduction: Deployment for Independent Testing. - Divyagna Bavikadi; Dyuman Aditya; Devendra Parkar; Paulo Shakarian; Graham Mueller; Chad Parvis; Gerardo I. Simari (ICLP, 2024)

Do Large Language Models Show Biases in Causal Learning? - María Victoria Carro; Francisca Gauna Selasco; Denise Alejandra Mester; Margarita Gonzales; Mario A. Leiva; Maria Vanina Martinez; Gerardo I. Simari (CoRR, 2024)

Neighborhood-based argumental community support in the context of multi-topic debates. - Irene M. Coronel; Melisa Gisselle Escañuela Gonzalez; Diego C. Martínez 001; Gerardo I. Simari; Maximiliano Celmo David Budán (Int. J. Approx. Reason., 2024)

Engineering user-centered explanations to query answers in ontology-driven socio-technical systems. - Juan Carlos Teze; José Paredes; Maria Vanina Martinez; Gerardo Ignacio Simari (Semantic Web, 2024)

Abduction of Domain Relationships from Data for VQA. - Al Mehdi Saadat Chowdhury; Paulo Shakarian; Gerardo I. Simari (ICLP, 2024)

Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation. - Noel Ngu; Aditya Taparia; Gerardo I. Simari; Mario A. Leiva; Ransalu Senanayake; Paulo Shakarian; Nathaniel D. Bastian; John Corcoran (AAAI Spring Symposia, 2025)

Probabilistic Foundations for Metacognition via Hybrid-AI. - Paulo Shakarian; Gerardo I. Simari; Nathaniel D. Bastian (AAAI Spring Symposia, 2025)

Multiple Distribution Shift - Aerial (MDS-A): A Dataset for Test-Time Error Detection and Model Adaptation. - Noel Ngu; Aditya Taparia; Gerardo I. Simari; Mario A. Leiva; Jack Corcoran; Ransalu Senanayake; Paulo Shakarian; Nathaniel D. Bastian (CoRR, 2025)

VLC Fusion: Vision-Language Conditioned Sensor Fusion for Robust Object Detection. - Aditya Taparia; Noel Ngu; Mario A. Leiva; Joshua Shay Kricheli; John Corcoran; Nathaniel D. Bastian; Gerardo I. Simari; Paulo Shakarian; Ransalu Senanayake (CoRR, 2025)

Consistency-based Abductive Reasoning over Perceptual Errors of Multiple Pre-trained Models in Novel Environments. - Mario A. Leiva; Noel Ngu; Joshua Shay Kricheli; Aditya Taparia; Ransalu Senanayake; Paulo Shakarian; Nathaniel D. Bastian; Jack Corcoran; Gerardo I. Simari (CoRR, 2025)

A Conceptual Framework for AI Capability Evaluations. - María Victoria Carro; Denise Alejandra Mester; Francisca Gauna Selasco; Luca Nicolás Forziati Gangi; Matheo Sandleris Musa; Lola Ramos Pereyra; Mario A. Leiva; Juan Gustavo Corvalan; Maria Vanina Martinez; Gerardo I. Simari (CoRR, 2025)