Silja Renooij

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 35

Top Topics

Conflict Detection

Probabilistic Relational Models

Credal Networks

Top Venues

Int. J. Approx. Reason.

Publications

Ludi van Leeuwen, Rineke Verbrugge, Bart Verheij, Silja Renooij
Building a Stronger Case: Combining Evidence and Law in Scenario-Based Bayesian Networks. HHAI (2024)
Annet Onnes, Mehdi Dastani, Silja Renooij
Bayesian Network Conflict Detection for Normative Monitoring of Black-Box Systems (Short Paper). HHAI Workshops (2023)
Ludi van Leeuwen, Bart Verheij, Rineke Verbrugge, Silja Renooij
Using Agent-Based Simulations to Evaluate Bayesian Networks for Criminal Scenarios. ICAIL (2023)
Cor Steging, Silja Renooij, Bart Verheij, Trevor J. M. Bench-Capon
Arguments, rules and cases in law: Resources for aligning learning and reasoning in structured domains. Argument Comput. 14 (2) (2023)
Annet Onnes, Mehdi Dastani, Silja Renooij
Bayesian Network Conflict Detection for Normative Monitoring of Black-Box Systems. FLAIRS (2023)
Ludi van Leeuwen, Bart Verheij, Rineke Verbrugge, Silja Renooij
Evaluating Methods for Setting a Prior Probability of Guilt. JURIX (2023)
Annet Onnes, Mehdi Dastani, Silja Renooij
Normative Monitoring Using Bayesian Networks: Defining a Threshold for Conflict Detection. ECSQARU (2023)
Cor Steging, Silja Renooij, Bart Verheij
Taking the Law More Seriously by Investigating Design Choices in Machine Learning Prediction Research. ASAIL@ICAIL (2023)
Enrique Valero-Leal, Concha Bielza, Pedro Larrañaga, Silja Renooij
Efficient search for relevance explanations using MAP-independence in Bayesian networks. Int. J. Approx. Reason. 160 (2023)
Cor Steging, Silja Renooij, Bart Verheij
Improving Rationales with Small, Inconsistent and Incomplete Data. JURIX (2023)
Cor Steging, Silja Renooij, Bart Verheij
Discovering the Rationale of Decisions. HHAI (2022)
Silja Renooij
Relevance for Robust Bayesian Network MAP-Explanations. PGM (2022)
Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij
Deductive and abductive argumentation based on information graphs. Argument Comput. 13 (1) (2022)
Tara Koopman, Silja Renooij
Persuasive Contrastive Explanations for Bayesian Networks. ECSQARU (2021)
Cor Steging, Bart Verheij, Silja Renooij
Discovering the Rationale of Decisions: Experiments on Aligning Learning and Reasoning. XAILA@ICAIL (2021)
Cor Steging, Silja Renooij, Bart Verheij
Discovering the rationale of decisions: towards a method for aligning learning and reasoning. ICAIL (2021)
Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij
Information graphs and their use for Bayesian network graph construction. Int. J. Approx. Reason. 136 (2021)
Cor Steging, Silja Renooij, Bart Verheij
Rationale Discovery and Explainable AI. JURIX (2021)
Cor Steging, Silja Renooij, Bart Verheij
Discovering the Rationale of Decisions: Experiments on Aligning Learning and Reasoning. CoRR (2021)
Linda C. van der Gaag, Silja Renooij, Alessandro Facchini
Building Causal Interaction Models by Recursive Unfolding. PGM (2020)
Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij
Deductive and Abductive Reasoning with Causal and Evidential Information. COMMA (2020)
Silja Renooij, Linda C. van der Gaag
The Hidden Elegance of Causal Interaction Models. SUM (2019)
Silja Renooij, Linda C. van der Gaag, Philippe Leray
On Intercausal Interactions in Probabilistic Relational Models. ISIPTA (2019)
Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij
Constructing Bayesian Network Graphs from Labeled Arguments. ECSQARU (2019)
Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij
Supporting Discussions About Forensic Bayesian Networks Using Argumentation. ICAIL (2019)
Silja Renooij
Same-Decision Probability: Threshold Robustness and Application to Explanation. PGM (2018)
Remi Wieten, Floris Bex, Henry Prakken, Silja Renooij
Exploiting Causality in Constructing Bayesian Network Graphs from Legal Arguments. JURIX (2018)
Janneke H. Bolt, Silja Renooij
Structure-Based Categorisation of Bayesian Network Parameters. ECSQARU (2017)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
A two-phase method for extracting explanatory arguments from Bayesian networks. Int. J. Approx. Reason. 80 (2017)
Remi Wieten, Floris Bex, Linda C. van der Gaag, Henry Prakken, Silja Renooij
Refining a Heuristic for Constructing Bayesian Networks from Structured Arguments. BNCAI (2017)
Janneke H. Bolt, Jasper De Bock, Silja Renooij
Exploiting Bayesian Network Sensitivity Functions for Inference in Credal Networks. ECAI (2016)
Silja Renooij
Special Issue on the Seventh Probabilistic Graphical Models Conference (PGM 2014). Int. J. Approx. Reason. 68 (2016)
Floris Bex, Silja Renooij
From Arguments to Constraints on a Bayesian Network. COMMA (2016)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
A method for explaining Bayesian networks for legal evidence with scenarios. Artif. Intell. Law 24 (3) (2016)
Silja Renooij
Evidence Evaluation: a Study of Likelihoods and Independence. Probabilistic Graphical Models (2016)
Silja Renooij, Jan M. Broersen
Special Issue on the Twelfth European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty (ECSQARU 2013). Int. J. Approx. Reason. 58 (2015)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
Demonstration of a structure-guided approach to capturing bayesian reasoning about legal evidence in argumentation. ICAIL (2015)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Constructing and understanding Bayesian networks for legal evidence with scenario schemes. ICAIL (2015)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
A structure-guided approach to capturing bayesian reasoning about legal evidence in argumentation. ICAIL (2015)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
Explaining Bayesian Networks Using Argumentation. ECSQARU (2015)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Representing the Quality of Crime Scenarios in a Bayesian Network. JURIX (2015)
Michelle Meekes, Silja Renooij, Linda C. van der Gaag
Relevance of Evidence in Bayesian Networks. ECSQARU (2015)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
Capturing Critical Questions in Bayesian Network Fragments: - Extended abstract. JURIX (2015)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
Explaining Legal Bayesian Networks Using Support Graphs. JURIX (2015)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Building Bayesian networks for legal evidence with narratives: a case study evaluation. Artif. Intell. Law 22 (4) (2014)
Janneke H. Bolt, Silja Renooij
Sensitivity of Multi-dimensional Bayesian Classifiers. ECAI (2014)
Silja Renooij
Co-variation for sensitivity analysis in Bayesian networks: Properties, consequences and alternatives. Int. J. Approx. Reason. 55 (4) (2014)
Janneke H. Bolt, Silja Renooij
Local Sensitivity of Bayesian Networks to Multiple Simultaneous Parameter Shifts. Probabilistic Graphical Models (2014)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
Extracting Legal Arguments from Forensic Bayesian Networks. JURIX (2014)
Sjoerd T. Timmer, John-Jules Ch. Meyer, Henry Prakken, Silja Renooij, Bart Verheij
A Tool for the Generation of Arguments from Bayesian Networks. COMMA (2014)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Extracting Scenarios from a Bayesian Network as Explanations for Legal Evidence. JURIX (2014)
Linda C. van der Gaag, Silja Renooij, Cilia Witteman, Berthe M. P. Aleman, Babs G. Taal
How to Elicit Many Probabilities CoRR (2013)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Unfolding Crime Scenarios with Variations: A Method for Building a Bayesian Network for Legal Narratives. JURIX (2013)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Representing and Evaluating Legal Narratives with Subscenarios in a Bayesian Network. CMN (2013)
Linda C. van der Gaag, Silja Renooij
Analysing Sensitivity Data from Probabilistic Networks CoRR (2013)
Silja Renooij, Linda C. van der Gaag
From Qualitative to Quantitative Probabilistic Networks CoRR (2013)
Silja Renooij, Linda C. van der Gaag, Simon Parsons, Shaw Green
Pivotal Pruning of Trade-offs in QPNs CoRR (2013)
Charlotte S. Vlek, Henry Prakken, Silja Renooij, Bart Verheij
Modeling crime scenarios in a Bayesian network. ICAIL (2013)
Silja Renooij, Linda C. van der Gaag
Enhancing QPNs for Trade-off Resolution CoRR (2013)
Silja Renooij, Linda C. van der Gaag
Evidence-invariant Sensitivity Bounds CoRR (2012)
Silja Renooij, Linda C. van der Gaag
Exploiting Evidence-dependent Sensitivity Bounds CoRR (2012)
Roel Bertens, Linda C. van der Gaag, Silja Renooij
Discretisation Effects in Naive Bayesian Networks. IPMU (3) (2012)
Silja Renooij
Efficient sensitivity analysis in hidden markov models. Int. J. Approx. Reason. 53 (9) (2012)
Janneke H. Bolt, Silja Renooij, Linda C. van der Gaag
Upgrading Ambiguous Signs in QPNs CoRR (2012)
Linda C. van der Gaag, Silja Renooij, Hermina Schijf, Armin Elbers, Willie Loeffen
Experiences with Eliciting Probabilities from Multiple Experts. IPMU (3) (2012)
Linda C. van der Gaag, Silja Renooij, Wilma Steeneveld, Henk Hogeveen
When in Doubt ... Be Indecisive. ECSQARU (2009)
John Mark Agosta, Russell G. Almond, Dennis M. Buede, Marek J. Druzdzel, Judy Goldsmith, Silja Renooij
Workshop summary: Seventh annual workshop on Bayes applications. ICML (2009)
Linda C. van der Gaag, Silja Renooij, Ad Feelders, Arend de Groote, Marinus J. C. Eijkemans, Frank J. Broekmans, Bart C. J. M. Fauser
Aligning Bayesian Network Classifiers with Medical Contexts. MLDM (2009)
Frank van Kouwen, Silja Renooij, Paul P. Schot
Inference in qualitative probabilistic networks revisited. Int. J. Approx. Reason. 50 (5) (2009)
Silja Renooij, Linda C. van der Gaag
Evidence and scenario sensitivities in naive Bayesian classifiers. Int. J. Approx. Reason. 49 (2) (2008)
Silja Renooij, Linda C. van der Gaag
Enhanced qualitative probabilistic networks for resolving trade-offs. Artif. Intell. 172 (12-13) (2008)
Cilia Witteman, Silja Renooij, Pieter Koele
Medicine in words and numbers: a cross-sectional survey comparing probability assessment scales. BMC Medical Informatics Decis. Mak. 7 (2007)
Linda C. van der Gaag, Silja Renooij, Petra L. Geenen
Lattices for Studying Monotonicity of Bayesian Networks. Probabilistic Graphical Models (2006)
Silja Renooij, Linda C. van der Gaag
Evidence and Scenario Sensitivities in Naive Bayesian Classifiers. Probabilistic Graphical Models (2006)
Janneke H. Bolt, Linda C. van der Gaag, Silja Renooij
Introducing situational signs in qualitative probabilistic networks. Int. J. Approx. Reason. 38 (3) (2005)
Silja Renooij, Linda C. van der Gaag
Exploiting Evidence-dependent Sensitivity Bounds. UAI (2005)
Silja Renooij, Linda C. van der Gaag
Evidence-invariant Sensitivity Bounds. UAI (2004)
Janneke H. Bolt, Linda C. van der Gaag, Silja Renooij
Introducing Situational Influences in QPNs. ECSQARU (2003)
Janneke H. Bolt, Silja Renooij, Linda C. van der Gaag
Upgrading Ambiguous Signs in QPNs. UAI (2003)
Silja Renooij, Simon Parsons, Pauline Pardieck
Using Kappas as Indicators of Strength in Qualitative Probabilistic Networks. ECSQARU (2003)
Linda C. van der Gaag, Silja Renooij
Probabilistic Networks as Probabilistic Forecasters. AIME (2003)
Cilia Witteman, Silja Renooij
Evaluation of a verbal-numerical probability scale. Int. J. Approx. Reason. 33 (2) (2003)
Silja Renooij, Linda C. van der Gaag, Simon Parsons
Propagation of Multiple Observations in QPNs Revisited. ECAI (2002)
Silja Renooij, Linda C. van der Gaag, Simon Parsons
Context-specific sign-propagation in qualitative probabilistic networks. Artif. Intell. 140 (1/2) (2002)
Silja Renooij, Linda C. van der Gaag
From Qualitative to Quantitative Probabilistic Networks. UAI (2002)
Silja Renooij
Qualitative Methods for Reasoning under Uncertainty - Simon Parsons (Ed.), MIT Press, Cambridge, MA/London, 2001, 514 pp., 50 illustrations, hardcover. Artif. Intell. Medicine 26 (3) (2002)
Linda C. van der Gaag, Silja Renooij, C. L. M. Witteman, Berthe M. P. Aleman, Babs G. Taal
Probabilities for a probabilistic network: a case study in oesophageal cancer. Artif. Intell. Medicine 25 (2) (2002)
Silja Renooij, Simon Parsons, Linda C. van der Gaag
Context-specific Sign-propagation in Qualitative Probabilistic Networks. IJCAI (2001)
Silja Renooij
Probability elicitation for belief networks: issues to consider. Knowl. Eng. Rev. 16 (3) (2001)
Linda C. van der Gaag, C. L. M. Witteman, Silja Renooij, Michael Egmont-Petersen
The Effects of Disregarding Test Characteristics in Probabilistic Networks. AIME (2001)
Linda C. van der Gaag, Silja Renooij
Analysing Sensitivity Data from Probabilistic Networks. UAI (2001)
Linda C. van der Gaag, Silja Renooij
On the Evaluation of Probabilistic Networks. AIME (2001)
Silja Renooij, Linda C. van der Gaag, Shaw Green, Simon Parsons
Zooming in on Trade-Offs in Qualitative Probabilistic Networks. FLAIRS Conference (2000)
Silja Renooij, Linda C. van der Gaag, Simon Parsons, Shaw Green
Pivotal Pruning of Trade-offs in QPNs. UAI (2000)
Linda C. van der Gaag, Silja Renooij, C. L. M. Witteman, Berthe M. P. Aleman, Babs G. Taal
How to Elicit Many Probabilities. UAI (1999)
Silja Renooij, Linda C. van der Gaag
Enhancing QPNs for Trade-off Resolution. UAI (1999)
Silja Renooij, Cilia Witteman
Talking probabilities: communicating probabilistic information with words and numbers. Int. J. Approx. Reason. 22 (3) (1999)
Silja Renooij, Linda C. van der Gaag
Decision Making in Qualitative Influence Diagrams. FLAIRS Conference (1998)