Thomas Lukasiewicz

Rafal Bogacz

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Multi-Head Feature Pyramid Networks for Breast Mass Detection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

MvCo-DoT: Multi-View Contrastive Domain Transfer Network for Medical Report Generation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

MPS-AMS: Masked Patches Selection and Adaptive Masking Strategy Based Self-Supervised Medical Image Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2023

Consistency Analysis of ChatGPT.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Language Models' Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary.

[BibT_eX]

[DOI]

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Associative Memories in the Feature Space.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2023 - 26th European Conference on Artificial Intelligence, September 30 - October 4, 2023, Kraków, Poland, 2023

Counter-GAP: Counterfactual Bias Evaluation through Gendered Ambiguous Pronouns.

[BibT_eX]

[DOI]

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Deconvolution of cell-free DNA in cancer liquid biopsy using a deep AutoEncoder.

[BibT_eX]

[DOI]

Felix Jackson

Proceedings of the 14th ACM International Conference on Bioinformatics, 2023

An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models.

[BibT_eX]

[DOI]

Zhongbin Xie

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations.

[BibT_eX]

[DOI]

Bodhisattwa Prasad Majumder

Julian J. McAuley

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

Faithfulness Tests for Natural Language Explanations.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

An Explainable Transformer-Based Deep Learning Model for the Prediction of Incident Heart Failure.

[BibT_eX]

[DOI]

Kazem Rahimi

IEEE J. Biomed. Health Informatics, 2022

NoiER: An Approach for Training More Reliable Fine-Tuned Downstream Task Models.

[BibT_eX]

[DOI]

IEEE ACM Trans. Audio Speech Lang. Process., 2022

ω-net: Dual supervised medical image segmentation with multi-dimensional self-attention and diversely-connected multi-scale convolution.

[BibT_eX]

[DOI]

Neurocomputing, 2022

Robust Graph Representation Learning via Predictive Coding.

[BibT_eX]

[DOI]

Billy Byiringiro

Tommaso Salvatori

CoRR, 2022

Incremental Predictive Coding: A Parallel and Fully Automatic Learning Algorithm.

[BibT_eX]

[DOI]

CoRR, 2022

Hybrid Reinforced Medical Report Generation with M-Linear Attention and Repetition Penalty.

[BibT_eX]

[DOI]

CoRR, 2022

Bird-Eye Transformers for Text Generation Models.

[BibT_eX]

[DOI]

CoRR, 2022

Lightweight Long-Range Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2022

Word-Level Fine-Grained Story Visualization.

[BibT_eX]

[DOI]

CoRR, 2022

PCA: Semi-supervised Segmentation with Patch Confidence Adversarial Training.

[BibT_eX]

[DOI]

CoRR, 2022

Clinical outcome prediction under hypothetical interventions - a representation learning framework for counterfactual reasoning.

[BibT_eX]

[DOI]

CoRR, 2022

Learning on Arbitrary Graph Topologies via Predictive Coding.

[BibT_eX]

[DOI]

CoRR, 2022

Inconsistency-tolerant query answering for existential rules.

[BibT_eX]

[DOI]

Andreas Pieris

Artif. Intell., 2022

Complexity results for preference aggregation over (m)CP-nets: Max and rank voting.

[BibT_eX]

[DOI]

Artif. Intell., 2022

Complexity of Inconsistency-Tolerant Query Answering in Datalog+/- under Cardinality-Based Repairs.

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Explanations for Inconsistency-Tolerant Query Answering under Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Query Answer Explanations under Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the 30th Italian Symposium on Advanced Database Systems, 2022

Learning on Arbitrary Graph Topologies via Predictive Coding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Predictive Coding beyond Gaussian Distributions.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Beyond Distributional Hypothesis: Let Language Models Learn Meaning-Text Correspondence.

[BibT_eX]

[DOI]

Frank Mtumbuka

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Clustering Generative Adversarial Networks for Story Visualization.

[BibT_eX]

[DOI]

Philip H. S. Torr

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Explaining Chest X-Ray Pathologies in Natural Language.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Predictive Coding: Towards a Future of Deep Learning beyond Backpropagation?

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Explanations for Negative Query Answers under Inconsistency-Tolerant Semantics.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Deep Learning with Logical Constraints.

[BibT_eX]

[DOI]

Eleonora Giunchiglia

Mihaela Catalina Stoian

Bodhisattwa Prasad Majumder

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

NP-Match: When Neural Processes meet Semi-Supervised Learning.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Knowledge-Grounded Self-Rationalization via Extractive and Natural Language Explanations.

[BibT_eX]

[DOI]

Oana Camburu

Julian J. McAuley

Proceedings of the International Conference on Machine Learning, 2022

(Non-)Convergence Results for Predictive Coding Networks.

[BibT_eX]

[DOI]

Simon Frieder

Proceedings of the International Conference on Machine Learning, 2022

Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Syntactically Rich Discriminative Training: An Effective Method for Open Information Extraction.

[BibT_eX]

[DOI]

Frank Mtumbuka

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning to Model Multimodal Semantic Alignment for Story Visualization.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Democratizing Financial Knowledge Graph Construction by Mining Massive Brokerage Research Reports.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the EDBT/ICDT 2022 Joint Conference, 2022

Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation.

[BibT_eX]

[DOI]

Jianfeng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

BECEL: Benchmark for Consistency Evaluation of Language Models.

[BibT_eX]

[DOI]

Deuk Sin Kwon

Proceedings of the 29th International Conference on Computational Linguistics, 2022

Memory-Driven Text-to-Image Generation.

[BibT_eX]

[DOI]

Philip H. S. Torr

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Image-to-Image Translation with Text Guidance.

[BibT_eX]

[DOI]

Philip H. S. Torr

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

Pareto and Majority Voting in mCP-nets.

[BibT_eX]

[DOI]

Proceedings of the Discussion Papers - 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2022 DP), Udine, Italy, November 28, 2022

Efficient Deep Clustering of Human Activities and How to Improve Evaluation.

[BibT_eX]

[DOI]

Louis Mahon

Proceedings of the Asian Conference on Machine Learning, 2022

Reverse Differentiation via Predictive Coding.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Multi-Label Classification Neural Networks with Hard Logical Constraints.

[BibT_eX]

[DOI]

Eleonora Giunchiglia

J. Artif. Intell. Res., 2021

Stable Model Semantics for Guarded Existential Rules and Description Logics: Decidability and Complexity.

[BibT_eX]

[DOI]

J. ACM, 2021

An ontology-based deep learning approach for triple classification with out-of-knowledge-base entities.

[BibT_eX]

[DOI]

Elvira Amador-Domínguez

Inf. Sci., 2021

Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations.

[BibT_eX]

[DOI]

CoRR, 2021

Rationale production to support clinical decision-making.

[BibT_eX]

[DOI]

Alejo J. Nevado-Holgado

Andrey Kormilitzin

CoRR, 2021

Are Training Resources Insufficient? Predict First Then Explain!

[BibT_eX]

[DOI]

CoRR, 2021

NoiER: An Approach for Training more Reliable Fine-TunedDownstream Task Models.

[BibT_eX]

[DOI]

CoRR, 2021

Accurate, yet inconsistent? Consistency Analysis on Language Understanding Models.

[BibT_eX]

[DOI]

Deuk Sin Kwon

Bodhisattwa Prasad Majumder

CoRR, 2021

Rationale-Inspired Natural Language Explanations with Commonsense.

[BibT_eX]

[DOI]

Julian J. McAuley

CoRR, 2021

Predictive Coding Can Do Exact Backpropagation on Any Neural Network.

[BibT_eX]

[DOI]

CoRR, 2021

Predictive Coding Can Do Exact Backpropagation on Convolutional and Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Risk factor identification for incident heart failure using neural network distillation and variable selection.

[BibT_eX]

[DOI]

Yikuan Li

Shishir Rao

Mohammad Mamouei

Dexter Canoy

Abdelaali Hassaïne

CoRR, 2021

An explainable Transformer-based deep learning model for the prediction of incident heart failure.

[BibT_eX]

[DOI]

Kazem Rahimi

CoRR, 2021

Associative Memories via Predictive Coding.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Selective Pseudo-Label Clustering.

[BibT_eX]

[DOI]

Louis Mahon

Proceedings of the KI 2021: Advances in Artificial Intelligence - 44th German Conference on AI, Virtual Event, September 27, 2021

The Surprising Power of Graph Neural Networks with Random Node Initialization.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

e-ViL: A Dataset and Benchmark for Natural Language Explanations in Vision-Language Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Knowledge Base Completion Meets Transfer Learning.

[BibT_eX]

[DOI]

Vid Kocijan

Sai Vidyaranya Nuthalapati

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

RSG: A Simple but Effective Module for Learning Imbalanced Datasets.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Lightweight Visual Question Answering using Scene Graphs.

[BibT_eX]

[DOI]

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Controlling Text Edition by Changing Answers of Specific Questions.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

Multi-type Disentanglement without Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Learning from the Best: Rationalizing Predictions by Adversarial Information Calibration.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

The Gap on Gap: Tackling the Problem of Differing Data Distributions in Bias-Measuring Datasets.

[BibT_eX]

[DOI]

Vid Kocijan

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Preferred Explanations for Ontology-Mediated Queries under Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Combining RDF and SPARQL with CP-theories to reason about preferences in a Linked Data setting.

[BibT_eX]

[DOI]

Semantic Web, 2020

Ontology Reasoning with Deep Neural Networks.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2020

Partially observable game-theoretic agent programming in Golog.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2020

Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration.

[BibT_eX]

[DOI]

CoRR, 2020

w-Net: Dual Supervised Medical Image Segmentation Model with Multi-Dimensional Attention and Cascade Multi-Scale Convolution.

[BibT_eX]

[DOI]

CoRR, 2020

Efficient Medical Image Segmentation with Intermediate Supervision Mechanism.

[BibT_eX]

[DOI]

CoRR, 2020

Reinforced Medical Report Generation with X-Linear Attention and Repetition Penalty.

[BibT_eX]

[DOI]

CoRR, 2020

SAG-GAN: Semi-Supervised Attention-Guided GANs for Data Augmentation on Medical Images.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Learning in Computer-Aided Diagnosis and Treatment of Tumors: A Survey.

[BibT_eX]

[DOI]

CoRR, 2020

The Struggles of Feature-Based Explanations: Shapley Values vs. Minimal Sufficient Subsets.

[BibT_eX]

[DOI]

CoRR, 2020

A Review of Winograd Schema Challenge Datasets and Approaches.

[BibT_eX]

[DOI]

CoRR, 2020

e-SNLI-VE-2.0: Corrected Visual-Textual Entailment with Natural Language Explanations.

[BibT_eX]

[DOI]

CoRR, 2020

Deep Bayesian Gaussian Processes for Uncertainty Estimation in Electronic Health Records.

[BibT_eX]

[DOI]

Kazem Rahimi

CoRR, 2020

Image-to-Image Translation with Text Guidance.

[BibT_eX]

[DOI]

CoRR, 2020

Lightweight Generative Adversarial Networks for Text-Guided Image Manipulation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Coherent Hierarchical Multi-Label Classification Networks.

[BibT_eX]

[DOI]

Eleonora Giunchiglia

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

BoxE: A Box Embedding Model for Knowledge Base Completion.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Can the Brain Do Backpropagation? - Exact Implementation of Backpropagation in Predictive Coding Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Explanations for Negative Query Answers under Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Principles of Knowledge Representation and Reasoning, 2020

Extracting Outcomes from Appellate Decisions in US State Courts.

[BibT_eX]

[DOI]

Alina Petrova

John Armour

Proceedings of the Legal Knowledge and Information Systems, 2020

Ontology Reasoning with Deep Neural Networks (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Knowledge Graph Extraction from Videos.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Does the Objective Matter? Comparing Training Objectives for Pronoun Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction.

[BibT_eX]

[DOI]

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Explanations for Ontology-Mediated Query Answering in Description Logics.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

Explanations for Ontology-Mediated Query Answering in Description Logics (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the 33rd International Workshop on Description Logics (DL 2020) co-located with the 17th International Conference on Principles of Knowledge Representation and Reasoning (KR 2020), 2020

ManiGAN: Text-Guided Image Manipulation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Make Up Your Mind! Adversarial Generation of Inconsistent Natural Language Explanations.

[BibT_eX]

[DOI]

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Learning to Reason: Leveraging Neural Networks for Approximate DNF Counting.

[BibT_eX]

[DOI]

Ralph Abboud

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Distributed Low Precision Training Without Mixed Precision.

[BibT_eX]

[DOI]

CoRR, 2019

Can I Trust the Explainer? Verifying Post-hoc Explanatory Methods.

[BibT_eX]

[DOI]

CoRR, 2019

Arena: A General Evaluation Platform and Building Toolkit for Multi-Agent Intelligence.

[BibT_eX]

[DOI]

CoRR, 2019

Mega-Reward: Achieving Human-Level Play without Extrinsic Rewards.

[BibT_eX]

[DOI]

CoRR, 2019

Complexity results for preference aggregation over (m)CP-nets: Pareto and majority voting.

[BibT_eX]

[DOI]

Artif. Intell., 2019

Controllable Text-to-Image Generation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Explanations for Query Answers under Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

Long Text Analysis Using Sliced Recurrent Neural Networks with Breaking Point Information Enrichment.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

WikiCREM: A Large Unsupervised Corpus for Coreference Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Ontology-Mediated Query Answering over Log-Linear Probabilistic Data (Abstract).

[BibT_eX]

[DOI]

Proceedings of the 32nd International Workshop on Description Logics, 2019

An Ontology-Based Deep Learning Approach for Knowledge Graph Completion with Fresh Entities.

[BibT_eX]

[DOI]

Elvira Amador-Domínguez

Proceedings of the Distributed Computing and Artificial Intelligence, 2019

A Surprisingly Robust Trick for the Winograd Schema Challenge.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

Diversity-Driven Extensible Hierarchical Reinforcement Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Ontology-Mediated Query Answering over Log-Linear Probabilistic Data.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Ontological query answering under many-valued group preferences in Datalog+/-.

[BibT_eX]

[DOI]

Bettina Fazzinga

Int. J. Approx. Reason., 2018

Complexity Results for Preference Aggregation over (m)CP-nets: Pareto and Majority Voting.

[BibT_eX]

[DOI]

CoRR, 2018

Lightweight Tag-Aware Personalized Recommendation on the Social Web Using Ontological Similarity.

[BibT_eX]

[DOI]

Zhenghua Xu

Cheng Chen

IEEE Access, 2018

Complexity of Approximate Query Answering under Inconsistency in Datalog+/-.

[BibT_eX]

[DOI]

Proceedings of the 26th Italian Symposium on Advanced Database Systems, 2018

A Tutorial on Query Answering and Reasoning over Probabilistic Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Reasoning Web. Learning, Uncertainty, Streaming, and Scalability, 2018

Learning Structured Video Descriptions: Automated Video Knowledge Extraction for Video Understanding Tasks.

[BibT_eX]

[DOI]

Daniel Vasile

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

e-SNLI: Natural Language Inference with Natural Language Explanations.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Recent Advances in Querying Probabilistic Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

2017

Ontology-Based Data Access Leveraging Subjective Reports

[BibT_eX]

[DOI]

Springer Briefs in Computer Science, Springer, ISBN: 978-3-319-65228-3, 2017

A novel characterization of the complexity class ϴPk based on counting and comparison.

[BibT_eX]

[DOI]

Theor. Comput. Sci., 2017

Many Facets of Reasoning Under Uncertainty, Inconsistency, Vagueness, and Preferences: A Brief Survey.

[BibT_eX]

[DOI]

Künstliche Intell., 2017

Special Issue on Challenges for Reasoning under Uncertainty, Inconsistency, Vagueness, and Preferences - A Topical Snapshot.

[BibT_eX]

[DOI]

Künstliche Intell., 2017

Preface to the Speical Issue on Reasoning about Preferences, Uncertainty, and Vagueness.

[BibT_eX]

[DOI]

Anni-Yasmin Turhan

FLAP, 2017

Hybrid Deep-Semantic Matrix Factorization for Tag-Aware Personalized Recommendation.

[BibT_eX]

[DOI]

CoRR, 2017

Deep Learning for Ontology Reasoning.

[BibT_eX]

[DOI]

CoRR, 2017

Location-Aware Personalized News Recommendation With Deep Semantic Analysis.

[BibT_eX]

[DOI]

IEEE Access, 2017

Uncertainty Reasoning for the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Reasoning Web. Semantic Interoperability on the Web, 2017

Tag-Aware Personalized Recommendation Using a Hybrid Deep Model.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Query Answering in Ontologies under Preference Rankings.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Most Probable Explanations for Probabilistic Database Queries.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Location-Aware News Recommendation Using Deep Localized Semantic Analysis.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2017

Ontology-Mediated Queries for Probabilistic Databases.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Probabilistic Models over Weighted Orderings: Fixed-Parameter Tractable Variable Elimination.

[BibT_eX]

[DOI]

David Poole

Gerardo Ignacio Simari

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Generalized Consistent Query Answering under Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fifteenth International Conference, 2016

Preferential Query Answering over the Semantic Web with Possibilistic Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Complexity of Threshold Query Answering in Probabilistic Ontological Data Exchange.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Complexity Results for Probabilistic Datalog±.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

Tag-Aware Personalized Recommendation Using a Deep-Semantic Similarity Model with Negative Sampling.

[BibT_eX]

[DOI]

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Ranking Answers to Datalog+/- Ontologies based on Trust and Reliability of Subjective Reports.

[BibT_eX]

Proceedings of the Computational Models of Rationality, 2016

Basic Probabilistic Ontological Data Exchange with Existential Rules.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

On the Complexity of mCP-nets.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Preference-Based Query Answering in Probabilistic Datalog+/- Ontologies.

[BibT_eX]

[DOI]

J. Data Semant., 2015

Preface.

[BibT_eX]

[DOI]

Attila Sali

Ann. Math. Artif. Intell., 2015

Probabilistic Ontological Data Exchange with Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the 11th International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2015) co-located with the 14th International Semantic Web Conference (ISWC 2015), 2015

Existential Rules and Bayesian Networks for Probabilistic Ontological Data Exchange.

[BibT_eX]

[DOI]

Proceedings of the Rule Technologies: Foundations, Tools, and Applications, 2015

Preference Queries with Ceteris Paribus Semantics for Linked Data.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2015 Conferences, 2015

Combining Existential Rules with the Power of CP-Theories.

[BibT_eX]

[DOI]

Maria Vanina Martínez

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Answering EL Queries in the Presence of Preferences.

[BibT_eX]

[DOI]

Proceedings of the 28th International Workshop on Description Logics, 2015

From Classical to Consistent Query Answering under Existential Rules.

[BibT_eX]

[DOI]

Andreas Pieris

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Ontology-Based Query Answering with Group Preferences.

[BibT_eX]

[DOI]

ACM Trans. Internet Techn., 2014

Improving Personalized Search on the Social Web Based on Similarities between Users.

[BibT_eX]

[DOI]

Zhenghua Xu

Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Answering Ontological Ranking Queries Based on Subjective Reports.

[BibT_eX]

[DOI]

Maria Vanina Martínez

Proceedings of the Scalable Uncertainty Management - 8th International Conference, 2014

Ontological CP-Nets.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/-.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web III, 2014

Computing k-rank answers with Ontological CP-Nets.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Datalog+/-: Questions and Answers.

[BibT_eX]

[DOI]

Andreas Pieris

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Stable Model Semantics for Guarded Existential Rules and Description Logics.

[BibT_eX]

[DOI]

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Fourteenth International Conference, 2014

Probabilistic Preference Logic Networks.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2014 - 21st European Conference on Artificial Intelligence, 18-22 August 2014, Prague, Czech Republic, 2014

2013

Tractable Probabilistic Description Logic Programs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Probabilistic Databases for Uncertain Information Management, 2013

Preface.

[BibT_eX]

[DOI]

Diego Calvanese

Semantic Web, 2013

Top-k Query Answering in Datalog+/- Ontologies under Subjective Reports (Technical Report).

[BibT_eX]

[DOI]

CoRR, 2013

Query answering under probabilistic uncertainty in Datalog+ / - ontologies.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2013

Query Answering in Probabilistic Datalog+/- Ontologies under Group Preferences.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE/WIC/ACM International Conferences on Web Intelligence, 2013

Reasoning with Semantic-Enabled Qualitative Preferences.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Group Preferences for Query Answering in Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 7th International Conference, 2013

Semantic Web Search and Inductive Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Representing Uncertain Concepts in Rough Description Logics via Contextual Indiscernibility Relations.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web II, 2013

Information Integration with Provenance on the Semantic Web via Probabilistic Datalog+/-.

[BibT_eX]

[DOI]

Proceedings of the 9th International Workshop on Uncertainty Reasoning for the Semantic Web co-located with the 12th International Semantic Web Conference (ISWC 2013), 2013

On Ontologies and CP-Nets.

[BibT_eX]

Proceedings of the 21st Italian Symposium on Advanced Database Systems, 2013

Workshop on recommender systems meet big data & semantic technologies: SeRSy 2013.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACM Conference on Recommender Systems, 2013

Preference-Based Query Answering in Probabilistic Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

Preference-Based Query Answering in Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Gerardo Ignacio Simari

Proceedings of the IJCAI 2013, 2013

Query Answering in Datalog+/- Ontologies under Group Preferences and Probabilistic Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the Current Trends in Web Engineering, 2013

Reasoning with DL-based CP-nets.

[BibT_eX]

[DOI]

Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Complexity of Inconsistency-Tolerant Query Answering in Datalog+/-.

[BibT_eX]

[DOI]

Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Well-Founded Semantics for Extended Datalog and Ontological Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Informal Proceedings of the 26th International Workshop on Description Logics, Ulm, Germany, July 23, 2013

Combining CP-Nets with the Power of Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Late-Breaking Developments in the Field of Artificial Intelligence, 2013

2012

A general Datalog-based framework for tractable query answering over ontologies.

[BibT_eX]

[DOI]

J. Web Semant., 2012

Ontology-based semantic search on the Web and its combination with the power of inductive reasoning.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2012

Preface.

[BibT_eX]

[DOI]

Sergio Greco

Ann. Math. Artif. Intell., 2012

Heuristic Ranking in Tightly Coupled Probabilistic Description Logics.

[BibT_eX]

[DOI]

Giorgio Orsi

Proceedings of the Twenty-Eighth Conference on Uncertainty in Artificial Intelligence, 2012

Introducing Ontological CP-Nets.

[BibT_eX]

[DOI]

Proceedings of the 8th International Workshop on Uncertainty Reasoning for the Semantic Web, 2012

Consistent Answers in Probabilistic Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Web Reasoning and Rule Systems - 6th International Conference, 2012

Inconsistency Handling in Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Proceedings of the ECAI 2012, 2012

Inconsistency-Tolerant Query Rewriting for Linear Datalog+/-.

[BibT_eX]

[DOI]

Proceedings of the Datalog in Academia and Industry - Second International Workshop, 2012

Equality-Friendly Well-Founded Semantics and Applications to Description Logics.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011

Semantic Web search based on ontological conjunctive queries.

[BibT_eX]

[DOI]

J. Web Semant., 2011

Well-founded semantics for description logic programs in the semantic web.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2011

A logical toolbox for ontological reasoning.

[BibT_eX]

[DOI]

SIGMOD Rec., 2011

Tightly integrated probabilistic description logic programs for representing ontology mappings.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2011

Answering Threshold Queries in Probabilistic Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management - 5th International Conference, 2011

Conjunctive Query Answering in Probabilistic Datalog+/- Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Web Reasoning and Rule Systems - 5th International Conference, 2011

2010

A Novel Combination of Answer Set Programming with Description Logics for the Semantic Web.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2010

Semantic search on the Web.

[BibT_eX]

[DOI]

Bettina Fazzinga

Semantic Web, 2010

Inductive reasoning and semantic web search.

[BibT_eX]

[DOI]

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Datalog+/-: A Family of Logical Knowledge Representation and Query Languages for New Applications.

[BibT_eX]

[DOI]

Proceedings of the 25th Annual IEEE Symposium on Logic in Computer Science, 2010

Datalog+/-: A Family of Languages for Ontology Querying.

[BibT_eX]

[DOI]

Proceedings of the Datalog Reloaded - First International Workshop, 2010

Ontological Reasoning with F-logic Lite and its Extensions.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Hybrid Reasoning with Rules and Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Semantic Techniques for the Web, The REWERSE Perspective, 2009

Reasoning about actions with sensing under qualitative and probabilistic uncertainty.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2009

Tightly Coupled Probabilistic Description Logic Programs for the Semantic Web.

[BibT_eX]

[DOI]

J. Data Semant., 2009

Description logic programs under probabilistic uncertainty and fuzzy vagueness.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2009

Approximate Classification of Semantically Annotated Web Resources Exploiting Pseudo-metrics Induced by Local Models.

[BibT_eX]

[DOI]

Proceedings of the 2009 IEEE/WIC/ACM International Conference on Web Intelligence, 2009

Uncertainty in the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, Third International Conference, 2009

Combining Semantic Web Search with the Power of Inductive Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Workshop on Uncertainty Reasoning for the Semantic Web (URSW 2009), 2009

A General Datalog-Based Framework for Tractable Query Answering over Ontologies (extended abstract).

[BibT_eX]

Proceedings of the Seventeenth Italian Symposium on Advanced Database Systems, 2009

Inductive Query Answering and Concept Retrieval Exploiting Local Models.

[BibT_eX]

[DOI]

Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009

Datalog±: a unified approach to ontologies and integrity constraints.

[BibT_eX]

[DOI]

Proceedings of the Database Theory, 2009

A Combination of Boolean Games with Description Logics for Automated Multi-Attribute Negotiation.

[BibT_eX]

[DOI]

Azzurra Ragone

Proceedings of the 22nd International Workshop on Description Logics (DL 2009), 2009

Tractable Query Answering over Ontologies with Datalog+/-.

[BibT_eX]

[DOI]

Proceedings of the 22nd International Workshop on Description Logics (DL 2009), 2009

Datalog Extensions for Tractable Query Answering over Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Semantic Web Information Management - A Model-Based Perspective, 2009

2008

Managing uncertainty and vagueness in description logics for the Semantic Web.

[BibT_eX]

[DOI]

J. Web Semant., 2008

Tightly Coupled Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web.

[BibT_eX]

[DOI]

Int. J. Semantic Web Inf. Syst., 2008

Using search strategies and a description logic paradigm with conditional preferences for literature search.

[BibT_eX]

[DOI]

Int. J. Metadata Semant. Ontologies, 2008

Probabilistic description logic programs under inheritance with overriding for the Semantic Web.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2008

Logical approaches to imprecise probabilities.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2008

Fuzzy Description Logic Programs under the Answer Set Semantics for the Semantic Web.

[BibT_eX]

[DOI]

Fundam. Informaticae, 2008

Expressive probabilistic description logics.

[BibT_eX]

[DOI]

Artif. Intell., 2008

Combining answer set programming with description logics for the Semantic Web.

[BibT_eX]

[DOI]

Artif. Intell., 2008

Tractable Reasoning with Bayesian Description Logics.

[BibT_eX]

[DOI]

Claudia d'Amato

Nicola Fanizzi

Proceedings of the Scalable Uncertainty Management, Second International Conference, 2008

Combining Boolean Games with the Power of Ontologies for Automated Multi-Attribute Negotiation in the Semantic Web.

[BibT_eX]

[DOI]

Azzurra Ragone

Proceedings of the Second International Workshop on Service Matchmaking and Resource Retrieval in the Semantic Web, 2008

Rule-Based Approaches for Representing Probabilistic Ontology Mappings.

[BibT_eX]

[DOI]

Proceedings of the Uncertainty Reasoning for the Semantic Web I, 2008

Representing Ontology Mappings with Probabilistic Description Logics Programs.

[BibT_eX]

Proceedings of the Sixteenth Italian Symposium on Advanced Database Systems, 2008

Tightly Integrated Probabilistic Description Logic Programs for Representing Ontology Mappings.

[BibT_eX]

[DOI]

Proceedings of the Foundations of Information and Knowledge Systems, 2008

2007

Variable-strength conditional preferences for ranking objects in ontologies.

[BibT_eX]

[DOI]

J. Web Semant., 2007

Probabilistic description logic programs.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2007

Nonmonotonic probabilistic logics under variable-strength inheritance with overriding: Complexity, algorithms, and implementation.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 2007

Reasoning with imprecise probabilities.

[BibT_eX]

[DOI]

Andrés Cano

Fábio Gagliardi Cozman

Int. J. Approx. Reason., 2007

Top-k Retrieval in Description Logic Programs Under Vagueness for the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

Tractable Probabilistic Description Logic Programs.

[BibT_eX]

[DOI]

Proceedings of the Scalable Uncertainty Management, First International Conference, 2007

A Framework for Representing Ontology Mappings under Probabilities and Inconsistency.

[BibT_eX]

[DOI]

Proceedings of the Third ISWC Workshop on Uncertainty Reasoning for the Semantic Web Busan, 2007

Tightly Integrated Fuzzy Description Logic Programs Under the Answer Set Semantics for the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Web Reasoning and Rule Systems, First International Conference, 2007

Team Programming in Golog under Partial Observability.

[BibT_eX]

[DOI]

Alessandro Farinelli

Proceedings of the IJCAI 2007, 2007

Tightly Integrated Probabilistic Description Logic Programs for the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming, 23rd International Conference, 2007

2006

Causes and explanations in the structural-model approach: Tractable cases.

[BibT_eX]

[DOI]

Artif. Intell., 2006

Preferences, Links, and Probabilities for Ranking Objects in Ontologies.

[BibT_eX]

[DOI]

Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

An Approach to Probabilistic Data Integration for the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Second ISWC Workshop on Uncertainty Reasoning for the Semantic Web, 2006

Variable-Strength Conditional Preferences for Matchmaking in Description Logics.

[BibT_eX]

[DOI]

Proceedings of the Proceedings, 2006

Adaptive Multi-agent Programming in GTGolog.

[BibT_eX]

[DOI]

Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

Game-Theoretic Agent Programming in Golog Under Partial Observability.

[BibT_eX]

[DOI]

Proceedings of the KI 2006: Advances in Artificial Intelligence, 2006

2005

Nonmonotonic probabilistic reasoning under variable-strength inheritance with overriding.

[BibT_eX]

[DOI]

Synth., 2005

Probabilistic logic under coherence: complexity and algorithms.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2005

Weak nonmonotonic probabilistic logics.

[BibT_eX]

[DOI]

Artif. Intell., 2005

Stratified Probabilistic Description Logic Programs.

[BibT_eX]

Proceedings of the International Semantic Web Conference, 2005

Game-Theoretic Reasoning About Actions in Nonmonotonic Causal Theories.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2005

Nonmonotonic Probabilistic Logics under Variable-Strength Inheritance with Overriding: Algorithms and Implementation in NMPROBLOG.

[BibT_eX]

Proceedings of the ISIPTA '05, 2005

Game theoretic Golog under partial observability.

[BibT_eX]

[DOI]

Proceedings of the 4th International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2005), 2005

2004

Combining probabilistic logic programming with the power of maximum entropy.

[BibT_eX]

[DOI]

Artif. Intell., 2004

Complexity results for explanations in the structural-model approach.

[BibT_eX]

[DOI]

Artif. Intell., 2004

Well-Founded Semantics for Description Logic Programs in the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Rules and Rule Markup Languages for the Semantic Web: Third International Workshop, 2004

Qualitative and probabilistic uncertainty in reasoning about actions with sensing.

[BibT_eX]

[DOI]

Proceedings of the 10th International Workshop on Non-Monotonic Reasoning (NMR 2004), 2004

Combining Answer Set Programming with Description Logics for the Semantic Web.

[BibT_eX]

[DOI]

Proceedings of the Principles of Knowledge Representation and Reasoning: Proceedings of the Ninth International Conference (KR2004), 2004

Relational Markov Games.

[BibT_eX]

[DOI]

Proceedings of the Logics in Artificial Intelligence, 9th European Conference, 2004

Game-Theoretic Agent Programming in Golog.

[BibT_eX]

Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2003

Temporal Probabilistic Object Bases.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2003

Structure-Based Causes and Explanations in the Independent Choice Logic.

[BibT_eX]

[DOI]

Proceedings of the UAI '03, 2003

Probabilistic Reasoning about Actions in Nonmonotonic Causal Theories.

[BibT_eX]

[DOI]

Proceedings of the UAI '03, 2003

Probabilistic Lexicographic Entailment under Variable-Strength Inheritance with Overriding.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2003

2002

Probabilistic logic under coherence, model-theoretic probabilistic logic, and default reasoning in System P.

[BibT_eX]

[DOI]

J. Appl. Non Class. Logics, 2002

Probabilistic Default Reasoning with Conditional Constraints.

[BibT_eX]

[DOI]

Ann. Math. Artif. Intell., 2002

Complexity results for structure-based causality.

[BibT_eX]

[DOI]

Artif. Intell., 2002

Nonmonotonic probabilistic logics between model-theoretic probabilistic logic and probabilistic logic under coherence.

[BibT_eX]

Proceedings of the 9th International Workshop on Non-Monotonic Reasoning (NMR 2002), 2002

P-SHOQ(D): A Probabilistic Extension of SHOQ(D) for Probabilistic Ontologies in the Semantic Web.

[BibT_eX]

[DOI]

Rosalba Giugno

Proceedings of the Logics in Artificial Intelligence, European Conference, 2002

2001

Probabilistic object bases.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2001

Probabilistic logic programming with conditional constraints.

[BibT_eX]

[DOI]

ACM Trans. Comput. Log., 2001

A data model and algebra for probabilistic complex values.

[BibT_eX]

[DOI]

Michael Walter

Ann. Math. Artif. Intell., 2001

Probabilistic Logic Programming under Inheritance with Overriding.

[BibT_eX]

[DOI]

Proceedings of the UAI '01: Proceedings of the 17th Conference in Uncertainty in Artificial Intelligence, 2001

Fixpoint Characterizations for Many-Valued Disjunctive Logic Programs with Probabilistic Semantics.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming and Nonmonotonic Reasoning, 2001

Probabilistic Logic under Coherence, Model-Theoretic Probabilistic Logic, and Default Reasoning.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning with Uncertainty, 2001

2000

Default reasoning from conditional knowledge bases: Complexity and tractable cases.

[BibT_eX]

[DOI]

Artif. Intell., 2000

Credal Networks under Maximum Entropy.

[BibT_eX]

[DOI]

Proceedings of the UAI '00: Proceedings of the 16th Conference in Uncertainty in Artificial Intelligence, Stanford University, Stanford, California, USA, June 30, 2000

Complexity Results for Default Reasoning from Conditional Knowledge Bases.

[BibT_eX]

Proceedings of the KR 2000, 2000

New Tractable Cases in Default Reasoning from Conditional Knowledge Bases.

[BibT_eX]

[DOI]

Proceedings of the Logics in Artificial Intelligence, European Workshop, 2000

Extension of the Relational Algebra to Probabilistic Complex Values.

[BibT_eX]

[DOI]

Michael Walter

Proceedings of the Foundations of Information and Knowledge Systems, 2000

1999

Probabilistic Deduction with Conditional Constraints over Basic Events.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 1999

Local probabilistic deduction from taxonomic and probabilistic knowledge-bases over conjunctive events.

[BibT_eX]

[DOI]

Int. J. Approx. Reason., 1999

Many-Valued Disjunctive Logic Programs with Probabilistic Semantics.

[BibT_eX]

[DOI]

Proceedings of the Logic Programming and Nonmonotonic Reasoning, 1999

Probabilistic and Truth-Functional Many-Valued Logic Programming.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Symposium on Multiple-Valued Logic, 1999

Probalilistic Logic Programming under Maximum Entropy.

[BibT_eX]

[DOI]

Proceedings of the Symbolic and Quantitative Approaches to Reasoning and Uncertainty, 1999

1998

Magic Inference Rules for Probabilistic Deduction under Taxonomic Knowledge.

[BibT_eX]

[DOI]

Proceedings of the UAI '98: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, 1998

Probabilistic Logic Programming.

[BibT_eX]

Proceedings of the 13th European Conference on Artificial Intelligence, 1998

Many-Valued First-Order Logics with Probabilistic Semantics.

[BibT_eX]

[DOI]

Proceedings of the Computer Science Logic, 12th International Workshop, 1998

1997

Efficient Global Probabilistic Deduction from Taxonomic and Probabilistic Knowledge-Bases over Conjunctive Events.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

1996

Precision of probabilistic deduction under taxonomic knowledge.

[BibT_eX]

[DOI]

PhD thesis, 1996

1995

Uncertain Reasoning in Concept Lattices.

[BibT_eX]

[DOI]