Eugene Santos Jr.

Orcid: 0000-0003-2923-5113

Affiliations:
  • Dartmouth College, Hanover, USA


According to our database1, Eugene Santos Jr. authored at least 136 papers between 1988 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Awards

IEEE Fellow

IEEE Fellow 2012, "For contributions to decision support systems and reasoning under uncertainty".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2024
Detecting Hidden Triggers: Mapping Non-Markov Reward Functions to Markov.
CoRR, 2024

2023
AI for Open Science: A Multi-Agent Perspective for Ethically Translating Data to Knowledge.
CoRR, 2023

Echo Chambers as Gravity Wells.
Proceedings of the IEEE International Parallel and Distributed Processing Symposium, 2023

Learning the Finer Things: Bayesian Structure Learning at the Instantiation Level.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

DUCK: A Drone-Urban Cyber-Defense Framework Based on Pareto-Optimal Deontic Logic Agents.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
An Application of Inverse Reinforcement Learning to Estimate Interference in Drone Swarms.
Entropy, 2022

2021
Best Polynomial Harmony Search with Best β-Hill Climbing Algorithm.
J. Intell. Syst., 2021

Efficient Reasoning upon Fusion of Many Data Sources.
Proceedings of the Thirty-Fourth International Florida Artificial Intelligence Research Society Conference, 2021

Infusing Culture in Compartmental Epidemic Models.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Discriminating deception from truth and misinformation: an intent-level approach.
J. Exp. Theor. Artif. Intell., 2020

Validation of Double Transition Model by Analyzing Reward Distributions.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020

Narrative Origin Classification of Israeli-Palestinian Conflict Texts.
Proceedings of the Thirty-Third International Florida Artificial Intelligence Research Society Conference, 2020

2019
Cost-based temporal reasoning.
Inf. Sci., 2019

Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods.
Appl. Soft Comput., 2019

Analysis of Computational Models to Describe Individual Decision-Making Process.
Proceedings of the 2019 IEEE/WIC/ACM International Conference on Web Intelligence, 2019

A Sensitivity Analysis for Harmony Search with Multi-Parent Crossover Algorithm.
Proceedings of the Intelligent Systems and Applications, 2019

A Contextual-Based Framework for Opinion Formation.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Explaining Reward Functions in Markov Decision Processes.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

Emergence in Multi-Agent Systems.
Proceedings of the Thirty-Second International Florida Artificial Intelligence Research Society Conference, 2019

2018
Modeling Social Resilience in Communities.
IEEE Trans. Comput. Soc. Syst., 2018

Bayesian Knowledge Base Distance-Based Tuning.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

A Failure of Collective Intelligence.
Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

2016
On Modeling the Interplay Between Opinion Change and Formation.
Proceedings of the Twenty-Ninth International Florida Artificial Intelligence Research Society Conference, 2016

2014
Infusing Social Networks With Culture.
IEEE Trans. Syst. Man Cybern. Syst., 2014

Automatic content based image retrieval using semantic analysis.
J. Intell. Inf. Syst., 2014

Incorporating Social Theories in Computational Behavioral Models.
Proceedings of the Social Computing, Behavioral-Cultural Modeling and Prediction, 2014

2013
Farewell.
IEEE Trans. Cybern., 2013

Announcing a Name Change and New Scope.
IEEE Trans. Cybern., 2013

Bayesian knowledge modelling for healthcare practices.
Int. J. Simul. Process. Model., 2013

Bayesian knowledge base tuning.
Int. J. Approx. Reason., 2013

Modeling Opinion Dynamics in a Social Network.
Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2013

2012
Intelligence Analyses and the Insider Threat.
IEEE Trans. Syst. Man Cybern. Part A, 2012

Trends & Controversies.
IEEE Intell. Syst., 2012

Temporal Bayesian Knowledge Bases - Reasoning about uncertainty with temporal constraints.
Expert Syst. Appl., 2012

Flexible Algorithm Selection Framework for Large Scale Metalearning.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Web Intelligence, 2012

Revisiting concepts of topicality and novelty - A new simple graph model that rewards and penalizes based on semantic links.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012

Multi-agent framework for real-time processing of large and dynamic search spaces.
Proceedings of the ACM Symposium on Applied Computing, 2012

Finite Belief Fusion Model for Hidden Source Behavior Change Detection.
Proceedings of the KDIR 2012 - Proceedings of the International Conference on Knowledge Discovery and Information Retrieval, Barcelona, Spain, 4, 2012

Hidden Source Behavior Change Tracking and Detection.
Proceedings of the 2012 IEEE/WIC/ACM International Conferences on Intelligent Agent Technology, 2012

2011
Evaluation of the Impact of User-Cognitive Styles on the Assessment of Text Summarization.
IEEE Trans. Syst. Man Cybern. Part A, 2011

Fusing multiple Bayesian knowledge sources.
Int. J. Approx. Reason., 2011

A large-scale distributed framework for information retrieval in large dynamic search spaces.
Appl. Intell., 2011

Intent-Driven Behavioral Modeling during Cross-Border Epidemics.
Proceedings of the PASSAT/SocialCom 2011, Privacy, 2011

Modeling complex social scenarios using Culturally Infused Social Networks.
Proceedings of the IEEE International Conference on Systems, 2011

Bayesian knowledge-driven ontologies: Intuitive uncertainty reasoning for semantic networks.
Proceedings of the IEEE International Conference on Systems, 2011

Incomplete information and Bayesian Knowledge-Bases.
Proceedings of the IEEE International Conference on Systems, 2011

Deception detection in human reasoning.
Proceedings of the IEEE International Conference on Systems, 2011

Tuning a Bayesian Knowledge Base.
Proceedings of the Twenty-Fourth International Florida Artificial Intelligence Research Society Conference, 2011

2010
On Deception Detection in Multiagent Systems.
IEEE Trans. Syst. Man Cybern. Part A, 2010

Editorial.
IEEE Trans. Syst. Man Cybern. Part B, 2010

Impacts of Analysts' Cognitive Styles on the Analytic Process.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

2009
Capturing User Intent for Analytic Process.
Proceedings of the User Modeling, 2009

On a Framework for the Prediction and Explanation of Changing Opinions.
Proceedings of the IEEE International Conference on Systems, 2009

A Framework for Reasoning Under Uncertainty with Temporal Constraints.
Proceedings of the IEEE International Conference on Systems, 2009

Bayesian Knowledge Fusion.
Proceedings of the Twenty-Second International Florida Artificial Intelligence Research Society Conference, 2009

2008
I-FGM as a Real Time Information Retrieval Tool for E-Governance.
Int. J. Electron. Gov. Res., 2008

On automatic knowledge validation for Bayesian knowledge bases.
Data Knowl. Eng., 2008

Evaluation of the Effects of User-Sensitivity on Text Summarization.
Proceedings of the 2008 IEEE / WIC / ACM International Conference on Web Intelligence, 2008

Culturally Infused Social Network Analysis.
Proceedings of the 2008 International Conference on Artificial Intelligence, 2008

Intent-Driven Insider Threat Detection in Intelligence Analyses.
Proceedings of the 2008 IEEE/WIC/ACM International Conference on Intelligent Agent Technology, 2008

Modeling Socio-Cultural Factors in the Behavior of Agents.
Proceedings of the Adaptive Agents in Cultural Contexts, 2008

2007
A Performance Study on a Multiagent E-Scheduling and Coordination Framework for Maintenance Networks.
IEEE Trans. Syst. Man Cybern. Part C, 2007

The Challenge of Cultural Modeling for Inferring Intentions and Behavior.
Proceedings of the 2007 IEEE / WIC / ACM International Conference on Web Intelligence, 2007

Adaptivity modeling for complex adaptive systems with application to biology.
Proceedings of the IEEE International Conference on Systems, 2007

An Evaluation of the Accuracy of Capturing User Intent for Information Retrieval.
Proceedings of the 2007 International Conference on Artificial Intelligence, 2007

2006
Satisfying constraint sets through convex envelopes.
J. Exp. Theor. Artif. Intell., 2006

Effective Computational Reuse for Energy Evaluations in Protein Folding.
Int. J. Artif. Intell. Tools, 2006

Examination of load-balancing methods to improve efficiency of a composite materials manufacturing process simulation under uncertainty using distributed computing.
Future Gener. Comput. Syst., 2006

Optimization under uncertainty of a composite fabrication process using a deterministic one-stage approach.
Comput. Chem. Eng., 2006

Achieving dynamic, multi-commander, multi-mission planning and execution.
Appl. Intell., 2006

A Framework for Complex Adaptive Systems.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications & Conference on Real-Time Computing Systems and Applications, 2006

2005
OmniSeer: A Cognitive Framework for User Modeling, Reuse of Prior and Tacit Knowledge, and Collaborative Knowledge Services.
Proceedings of the 38th Hawaii International Conference on System Sciences (HICSS-38 2005), 2005

Coherent configuration and operation of building transportation systems.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2005

2004
Reasoning with BKBs - Algorithms and Complexity.
Ann. Math. Artif. Intell., 2004

A Multi-Agent System Environment for Modelling Cell and Tissue Biology.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2004

Performance study of multi-agent scheduling and coordination framework for maintenance networks.
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004

Exploring the Relationship between Knowledge and Algorithm Performance in Discrete Optimization.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Consistency of Test Cases in Validation of Bayesian Knowledge-Bases.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Modeling, Analysis and Visualization of Uncertainty in the Battlespace.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

Comparing Case-Based Bayesian Network and Recursive Bayesian Multi-Net Classifiers.
Proceedings of the International Conference on Artificial Intelligence, 2004

Case-Based Bayesian Network Classifiers.
Proceedings of the Seventeenth International Florida Artificial Intelligence Research Society Conference, 2004

Reducing the Computational Load of Energy Evaluations for Protein Folding.
Proceedings of the 4th IEEE International Symposium on BioInformatics and BioEngineering (BIBE 2004), 2004

Detecting Deception in Intelligent Systems I: Activation of Deception Detection Tactics.
Proceedings of the Advances in Artificial Intelligence, 2004

Exploring Case-Based Bayesian Networks and Bayesian Multi-nets for Classification.
Proceedings of the Advances in Artificial Intelligence, 2004

2003
Implicitly preserving semantics during incremental knowledge base acquisition under uncertainty.
Int. J. Approx. Reason., 2003

Intra-Organizational Logistics Management Through Multi-Agent Systems.
Electron. Commer. Res., 2003

AAAI-2002 Fall Symposium Series.
AI Mag., 2003

Empirical Evaluation of Adaptive User Modeling in a Medical Information Retrieval Application.
Proceedings of the User Modeling 2003, 2003

Mobile Multi-Agent-Based Scheduling and Coordination of Maintenance Networks.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2003

Effective Search of the Energy Landscape for Protein Folding.
Proceedings of the Genetic and Evolutionary Computation, 2003

Local Minima-Based Exploration for Off-Lattice Protein Folding.
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

2002
Editorial advances on uncertain reasoning in intelligent systems.
IEEE Trans. Syst. Man Cybern. Part B, 2002

Designing Optimal Algorithms for Solving Banded Triangular Systems on Rings.
J. Math. Model. Algorithms, 2002

Solving Banded Triangular Linear Systems on 3-D Torus Networks.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2002

General Tridiagonal Solvers on Rings.
Proceedings of the International Conference on Parallel and Distributed Computing Systems, 2002

On the Efficiency and Scalability of Adductive Reasoning with Linear Programming.
Proceedings of the International Conference on Artificial Intelligence, 2002

Semantics and Knowledge Acquisition in Bayesian Knowledge-Bases.
Proceedings of the Fifteenth International Florida Artificial Intelligence Research Society Conference, 2002

2001
Genetic Algorithms and Reinforcement Learning for the Tactical Fixed Interval Scheduling Problem.
Int. J. Artif. Intell. Tools, 2001

Effective and Efficient Caching in Genetic Algorithms.
Int. J. Artif. Intell. Tools, 2001

Verification and validation of Bayesian knowledge-bases.
Data Knowl. Eng., 2001

Multi-Agent Logistics Management.
Proceedings of the International Conference on Internet Computing, 2001

A Computational Model for Portfolios of Cooperative Heterogeneous Algorithms for Discrete Optimization.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

Learning and Predicting User Behavior for Particular Resource Use.
Proceedings of the Fourteenth International Florida Artificial Intelligence Research Society Conference, 2001

2000
Directing Genetic Algorithms for Probabilistic Reasoning Through Reinforcement Learning.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2000

Using Genetic Algorithms to Solve the Tactical Fixed Interval Scheduling Problem.
Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Independence Semantics for BKBs.
Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Cache Diversity in Genetic Algorithm Design.
Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

Generalizing Knowledge Representation Rules for Acquiring and Validating Uncertain Knowledge.
Proceedings of the Thirteenth International Florida Artificial Intelligence Research Society Conference, 2000

1999
A framework for building knowledge-bases under uncertainty.
J. Exp. Theor. Artif. Intell., 1999

Probabilistic temporal networks: A unified framework for reasoning with time and uncertainty.
Int. J. Approx. Reason., 1999

Probabilistic Reasoning through Genetic Algorithms and Reinforcement Learning.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Solving Hard Computational Problems through Collections (Portfolios) of Cooperative Heterogeneous Algorithms.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Dynamic User Model Construction with Bayesian Networks for Intelligent Information Queries.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

Identifying and Handling Structural Incompleteness for Validation of Probabilistic Knowledge-Bases.
Proceedings of the Twelfth International Florida Artificial Intelligence Research Society Conference, 1999

1998
Deterministic approximation of marginal probabilities in Bayes nets.
IEEE Trans. Syst. Man Cybern. Part A, 1998

An Architecture to Support Large Numbers of Computer-Generated Actors for Distributed Virtual Environments.
Presence Teleoperators Virtual Environ., 1998

Utility Theory-Based User Models for Intelligent Interface Agents.
Proceedings of the Advances in Artificial Intelligence, 1998

Using Explicit Requirements and Metrics for Interface Agent User Model Correction.
Proceedings of the Second International Conference on Autonomous Agents, 1998

1997
Hybrid algorithms for approximate belief updating in Bayes nets.
Int. J. Approx. Reason., 1997

On Multiple Spline Approximations for Bayesian Computations.
Ann. Math. Artif. Intell., 1997

Cost-Sharing in Bayesian Knowledge Bases.
Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

Enhancing Behavioral Fidelity within Distributed Virtual Environments.
Proceedings of the 9th International Conference on Tools with Artificial Intelligence, 1997

1996
Unifying time and uncertainty for diagnosis.
J. Exp. Theor. Artif. Intell., 1996

On Linear Potential Functions for Approximating Bayesian Computations.
J. ACM, 1996

Exploiting case-based independence for approximating marginal probabilities.
Int. J. Approx. Reason., 1996

Polynomial Solvability of Cost-Based Abduction.
Artif. Intell., 1996

Sample-and-Accumulate Algorithms for Belief Updating in Bayes Networks.
Proceedings of the UAI '96: Proceedings of the Twelfth Annual Conference on Uncertainty in Artificial Intelligence, 1996

GESIA: Uncertainty-based Reasoning for a Generic Expert Systems Intelligent User Interface.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

Computer Generated Intelligent Companions for Distributed Virtual Environments.
Proceedings of the Eigth International Conference on Tools with Artificial Intelligence, 1996

1994
A Linear Constraint Satisfaction Approach to Cost-Based Abduction.
Artif. Intell., 1994

Belief Updating by Enumerating High-Probability Independence-based Assignments.
Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

1993
Modelling cyclicity and generalized cost-based abduction using linear constraint satisfaction.
J. Exp. Theor. Artif. Intell., 1993

A Fast Hill-Climbing Approach Without an Energy Function for Probabilistic Reasoning.
Proceedings of the Fifth International Conference on Tools with Artificial Intelligence, 1993

1992
Dynamic MAP Calculations for Abduction.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992

1991
On the Generation of Alternative Explanations with Implications for Belief Revision.
Proceedings of the UAI '91: Proceedings of the Seventh Annual Conference on Uncertainty in Artificial Intelligence, 1991

1988
A Massively Parallel Self-Tuning Context-Free Parser.
Proceedings of the Advances in Neural Information Processing Systems 1, 1988


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