Search results for "temporal-abstraction"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
49	Pham Van Chung, Duong Tuan Anh	Applying Temporal Abstraction in Clinical Databases.	RIVF	2007	DBLP DOI BibTeX RDF
44	Manuel Campos, José M. Juárez, Jose Salort, José T. Palma, Roque Marín	Temporal Abstraction of States Through Fuzzy Temporal Constraint Networks.	IWINAC (1)	2007	DBLP DOI BibTeX RDF
42	Asaf Shabtai, Maor Atlas, Yuval Shahar, Yuval Elovici	Evaluation of a temporal-abstraction knowledge acquisition tool in the network security domain.	K-CAP	2007	DBLP DOI BibTeX RDF	knowledge-based temporal abstraction, knowledge acquisition, computer-network security, temporal patterns, malicious software
39	Tu Bao Ho, Trong Dung Nguyen, Saori Kawasaki, Si Quang Le, DucDung Nguyen, Hideto Yokoi, Katsuhiko Takabayashi	Mining hepatitis data with temporal abstraction.	KDD	2003	DBLP DOI BibTeX RDF	hepatitis data, medicaldata mining, temporal abstraction
34	Yuval Shahar	Knowledge-Based Temporal Interpolation.	TIME	1997	DBLP DOI BibTeX RDF	Temporal Interpolation, Temporal ontologies, Knowledge bases, Temporal databases, Temporal reasoning
32	Trong Dung Nguyen, Saori Kawasaki, Tu Bao Ho	Discovery of Trends and States in Irregular Medical Temporal Data.	Discovery Science	2003	DBLP DOI BibTeX RDF
32	Luigi Portinale, Stefania Montani, Alessio Bottrighi, Giorgio Leonardi, José M. Juárez	A Case-Based Architecture for Temporal Abstraction Configuration and Processing.	ICTAI	2006	DBLP DOI BibTeX RDF
31	Alex Spokoiny, Yuval Shahar	Incremental application of knowledge to continuously arriving time-oriented data.	J. Intell. Inf. Syst.	2008	DBLP DOI BibTeX RDF	Incremental temporal abstraction, Continuous monitoring, Complex events monitoring, Situation recognition, Temporal reasoning
31	Yossi Cohen, Yishai A. Feldman	Automatic High-Quality Reengineering of Database Programs by Temporal Abstraction.	ASE	1997	DBLP DOI BibTeX RDF	automatic high-quality reengineering, legacy database programs, legacy software conversion, database access operations, target database query language, network data traffic, relational databases, indexes, query optimization, filtering, joins, readability, expressive power, aggregative operations, temporal abstraction, relational database model, MIDAS
29	Andrew G. Barto, Sridhar Mahadevan	Recent Advances in Hierarchical Reinforcement Learning.	Discret. Event Dyn. Syst.	2003	DBLP DOI BibTeX RDF	reinforcement learning, hierarchy, Markov decision processes, temporal abstraction, semi-Markov decision processes
24	Tu Bao Ho, Canh Hao Nguyen, Saori Kawasaki, Si Quang Le, Katsuhiko Takabayashi	Exploiting Temporal Relations in Mining Hepatitis Data.	New Gener. Comput.	2007	DBLP DOI BibTeX RDF	Hepatitis Study, Temporal Relations, Temporal Patterns
23	Ralf Schoknecht, Martin A. Riedmiller	Reinforcement learning on explicitly specified time scales.	Neural Comput. Appl.	2003	DBLP DOI BibTeX RDF	Learning on different time scales, Multi-step actions, Reinforcement learning, Options, Temporal abstraction, Semi-Markov decision processes
22	David Boaz, Yuval Shahar	Idan: A Distributed Temporal-Abstraction Mediator for Medical Databases.	AIME	2003	DBLP DOI BibTeX RDF
22	Rainer Schmidt 0002, Lothar Gierl	Temporal Abstractions and Case-Based Reasoning for Medical Course Data: Two Prognostic Applications.	MLDM	2001	DBLP DOI BibTeX RDF
22	Tu Bao Ho, Canh Hao Nguyen, Saori Kawasaki, Katsuhiko Takabayashi	Temporal Relations Extraction in Mining Hepatitis Data.	PAKDD	2007	DBLP DOI BibTeX RDF
22	Lucia Sacchi, Riccardo Bellazzi, Cristiana Larizza, Riccardo Porreca, Paolo Magni	Learning Rules with Complex Temporal Patterns in Biomedical Domains.	AIME	2005	DBLP DOI BibTeX RDF
20	Rainer Schmidt 0002, Lothar Gierl	Case-Based Reasoning for Time Courses Prognosis.	KES	2003	DBLP DOI BibTeX RDF
18	Nikolaj S. Bjørner, Joe Hendrix	Linear Functional Fixed-points.	CAV	2009	DBLP DOI BibTeX RDF
18	Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou	Temporal abstraction and temporal Bayesian networks in clinical domains: A survey.	Artif. Intell. Medicine	2014	DBLP DOI BibTeX RDF
18	Manuel Campos Martínez, José M. Juárez, José T. Palma, Roque Marín	Using temporal constraints for temporal abstraction.	J. Intell. Inf. Syst.	2010	DBLP DOI BibTeX RDF
18	Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht	A Temporal Abstraction Framework for Classifying Clinical Temporal Data.	AMIA	2009	DBLP BibTeX RDF
18	Robert Moskovitch, Yuval Shahar	Medical Temporal-Knowledge Discovery via Temporal Abstraction.	AMIA	2009	DBLP BibTeX RDF
18	Rainer Schmidt 0002, Lothar Gierl	A prognostic model for temporal courses that combines temporal abstraction and case-based reasoning.	Int. J. Medical Informatics	2005	DBLP DOI BibTeX RDF
18	Richard S. Sutton, Eddie J. Rafols, Anna Koop	Temporal Abstraction in Temporal-difference Networks.	NIPS	2005	DBLP BibTeX RDF
18	Rainer Schmidt 0002, Lothar Gierl	A Prognostic Model for Temporal Courses that Combines Temporal Abstraction and Case-based Reasoning.	MIE	2003	DBLP DOI BibTeX RDF
18	Yuval Shahar	Dynamic Temporal Interpretation Contexts for Temporal Abstraction.	Ann. Math. Artif. Intell.	1998	DBLP DOI BibTeX RDF
18	Yuval Shahar	Dynamic Temporal Interpretation Contexts for Temporal Abstraction.	TIME	1996	DBLP DOI BibTeX RDF
17	Alex Spokoiny, Yuval Shahar	An active database architecture for knowledge-based incremental abstraction of complex concepts from continuously arriving time-oriented raw data.	J. Intell. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Continuous monitoring, Incremental temporal abstraction, Temporal mediation, Temporal reasoning, Active databases
17	Asaf Shabtai, Denis Klimov, Yuval Shahar, Yuval Elovici	An intelligent, interactive tool for exploration and visualization of time-oriented security data.	VizSEC	2006	DBLP DOI BibTeX RDF	security, human-computer interaction, knowledge-based systems, temporal-abstraction, intelligent visualization
17	Dina Goren-Bar, Yuval Shahar, Maya Galperin-Aizenberg, David Boaz, Gil Tahan	KNAVE II: the definition and implementation of an intelligent tool for visualization and exploration of time-oriented clinical data.	AVI	2004	DBLP DOI BibTeX RDF	clinical systems, human-computer interaction, knowledge-based systems, temporal reasoning, medical informatics, temporal abstraction, intelligent visualization
17	Yossi Cohen, Yishai A. Feldman	Automatic high-quality reengineering of database programs by abstraction, transformation and reimplementation.	ACM Trans. Softw. Eng. Methodol.	2003	DBLP DOI BibTeX RDF	Database program reengineering, the plan calculus, temporal abstraction, query graphs
17	Anthony C. J. Fox	An Algebraic Framework for Verifying the Correctness of Hardware with Input and Output: A Formalization in HOL.	CALCO	2005	DBLP DOI BibTeX RDF
17	Rajeev Alur, Thomas A. Henzinger, Sriram K. Rajamani	Symbolic Exploration of transition Hierarchies.	TACAS	1998	DBLP DOI BibTeX RDF
17	Xinxin Zhu, Sigfried Gold, Albert M. Lai, George Hripcsak, James J. Cimino	Using Timeline Displays to Improve Medication Reconciliation.	eTELEMED	2009	DBLP DOI BibTeX RDF
17	Lucia Sacchi, Riccardo Bellazzi, Riccardo Porreca, Cristiana Larizza, Paolo Magni	Precedence Temporal Networks from Gene Expression Data.	CBMS	2005	DBLP DOI BibTeX RDF
16	Sridhar Mahadevan	Spatiotemporal Abstraction of Stochastic Sequential Processes.	SARA	2002	DBLP DOI BibTeX RDF
16	Anthony C. J. Fox, Neal A. Harman	Algebraic Models of Correctness for Microprocessors.	Formal Aspects Comput.	2000	DBLP DOI BibTeX RDF	Formal Verification, Microprocessors, Algebraic Models
15	Jacques Bouaud, Brigitte Séroussi, Baptiste Touzet	Abstracting the Patient Therapeutic History through a Heuristic-Based Qualtitative Handling of Temporal Indeterminacy.	AIME	2003	DBLP DOI BibTeX RDF
14	Shubha Chakravarty, Yuval Shahar	A Constraint-Based Specification of Periodic Patterns in Time-Oriented Data.	TIME	1999	DBLP DOI BibTeX RDF	patterns, temporal databases, periodicity, constraint-based reasoning
14	Tinghuai Ma, Kexing Peng, Huan Rong, Yurong Qian, Najla Al-Nabhan	Hierarchical Coordination Multi-Agent Reinforcement Learning With Spatio-Temporal Abstraction.	IEEE Trans. Emerg. Top. Comput. Intell.	2024	DBLP DOI BibTeX RDF
14	Marlos C. Machado, André Barreto 0001, Doina Precup, Michael Bowling	Temporal Abstraction in Reinforcement Learning with the Successor Representation.	J. Mach. Learn. Res.	2023	DBLP BibTeX RDF
14	Mingde Zhao, Safa Alver, Harm van Seijen, Romain Laroche, Doina Precup, Yoshua Bengio	Combining Spatial and Temporal Abstraction in Planning for Better Generalization.	CoRR	2023	DBLP DOI BibTeX RDF
14	Yeo Jin Kim, Min Chi	Time-aware deep reinforcement learning with multi-temporal abstraction.	Appl. Intell.	2023	DBLP DOI BibTeX RDF
14	Vincent Létourneau, Colin Bellinger, Isaac Tamblyn, Maia Fraser	Time and temporal abstraction in continual learning: tradeoffs, analogies and regret in an active measuring setting.	CoLLAs	2023	DBLP BibTeX RDF
14	Xingyu Lin, Carl Qi, Yunchu Zhang, Zhiao Huang, Katerina Fragkiadaki, Yunzhu Li, Chuang Gan, David Held	Planning with Spatial-Temporal Abstraction from Point Clouds for Deformable Object Manipulation.	CoRR	2022	DBLP DOI BibTeX RDF
14	Natalia Mordvanyuk, Beatriz López 0001, Albert Bifet	TA4L: Efficient temporal abstraction of multivariate time series.	Knowl. Based Syst.	2022	DBLP DOI BibTeX RDF
14	Xingyu Lin, Carl Qi, Yunchu Zhang, Zhiao Huang, Katerina Fragkiadaki, Yunzhu Li, Chuang Gan, David Held	Planning with Spatial-Temporal Abstraction from Point Clouds for Deformable Object Manipulation.	CoRL	2022	DBLP BibTeX RDF
14	Nevo Itzhak, Shahar Tal, Hadas Cohen, Osher Daniel, Roze Kopylov, Robert Moskovitch	Classification of Univariate Time Series via Temporal Abstraction and Deep Learning.	IEEE Big Data	2022	DBLP DOI BibTeX RDF
14	Jonathan Rebane, Isak Karlsson, Leon Bornemann, Panagiotis Papapetrou	SMILE: a feature-based temporal abstraction framework for event-interval sequence classification.	Data Min. Knowl. Discov.	2021	DBLP DOI BibTeX RDF
14	Marlos C. Machado, André Barreto 0001, Doina Precup	Temporal Abstraction in Reinforcement Learning with the Successor Representation.	CoRR	2021	DBLP BibTeX RDF
14	Roni Mateless, Michael Segal 0001, Robert Moskovitch	THAAD: Efficient matching queries under temporal abstraction for anomaly detection.	Perform. Evaluation	2021	DBLP DOI BibTeX RDF
14	Zed Lee, Nicholas Anton, Panagiotis Papapetrou, Tony Lindgren	Z-Hist: A Temporal Abstraction of Multivariate Histogram Snapshots.	IDA	2021	DBLP DOI BibTeX RDF
14	Yeo Jin Kim, Markel Sanz Ausin, Min Chi	Multi-Temporal Abstraction with Time-Aware Deep Q-Learning for Septic Shock Prevention.	IEEE BigData	2021	DBLP DOI BibTeX RDF
14	Khimya Khetarpal, Martin Klissarov, Maxime Chevalier-Boisvert, Pierre-Luc Bacon, Doina Precup	Options of Interest: Temporal Abstraction with Interest Functions.	CoRR	2020	DBLP BibTeX RDF
14	Khimya Khetarpal, Martin Klissarov, Maxime Chevalier-Boisvert, Pierre-Luc Bacon, Doina Precup	Options of Interest: Temporal Abstraction with Interest Functions.	AAAI	2020	DBLP DOI BibTeX RDF
14	Taesup Kim, Sungjin Ahn, Yoshua Bengio	Variational Temporal Abstraction.	CoRR	2019	DBLP BibTeX RDF
14	Roni Mateless, Michael Segal 0001, Robert Moskovitch	THAAD: Efficient Matching Queries under Temporal Abstraction for Anomaly Detection.	CoRR	2019	DBLP BibTeX RDF
14	Xuan Liu, Jie Fu	Compositional planning in Markov decision processes: Temporal abstraction meets generalized logic composition.	ACC	2019	DBLP DOI BibTeX RDF
14	Taesup Kim, Sungjin Ahn, Yoshua Bengio	Variational Temporal Abstraction.	NeurIPS	2019	DBLP BibTeX RDF
14	Katherine Metcalf, David Leake	Unsupervised Hierarchical Temporal Abstraction by Simultaneously Learning Expectations and Representations.	IJCAI	2019	DBLP DOI BibTeX RDF
14	Thomas Gabor, Jan Peter, Thomy Phan, Christian Meyer, Claudia Linnhoff-Popien	Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search.	IJCAI	2019	DBLP DOI BibTeX RDF
14	Alexander Neitz, Giambattista Parascandolo, Stefan Bauer, Bernhard Schölkopf	Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models.	CoRR	2018	DBLP BibTeX RDF
14	Xuan Liu, Jie Fu	Compositional planning in Markov decision processes: Temporal abstraction meets generalized logic composition.	CoRR	2018	DBLP BibTeX RDF
14	Eric Rojas 0001, Daniel Capurro	Characterization of Drug Use Patterns Using Process Mining and Temporal Abstraction Digital Phenotyping.	Business Process Management Workshops	2018	DBLP DOI BibTeX RDF
14	Alexander Neitz, Giambattista Parascandolo, Stefan Bauer, Bernhard Schölkopf	Adaptive Skip Intervals: Temporal Abstraction for Recurrent Dynamical Models.	NeurIPS	2018	DBLP BibTeX RDF
14	Gennady L. Andrienko, Natalia V. Andrienko, Georg Fuchs, Jo Wood	Revealing Patterns and Trends of Mass Mobility Through Spatial and Temporal Abstraction of Origin-Destination Movement Data.	IEEE Trans. Vis. Comput. Graph.	2017	DBLP DOI BibTeX RDF
14	Li-Chen Cheng, Ya-Han Hu, Shr-Han Chiou	Applying the Temporal Abstraction Technique to the Prediction of Chronic Kidney Disease Progression.	J. Medical Syst.	2017	DBLP DOI BibTeX RDF
14	Alireza Manashty, Janet V. Light-Thompson	A New Temporal Abstraction for Health Diagnosis Prediction using Deep Recurrent Networks.	IDEAS	2017	DBLP DOI BibTeX RDF
14	Yuchen Fu, Zhipeng Xu, Fei Zhu, Quan Liu, Xiaoke Zhou	Learn to human-level control in dynamic environment using incremental batch interrupting temporal abstraction.	Comput. Sci. Inf. Syst.	2016	DBLP DOI BibTeX RDF
14	Tejas D. Kulkarni, Karthik Narasimhan, Ardavan Saeedi, Joshua B. Tenenbaum	Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation.	CoRR	2016	DBLP BibTeX RDF
14	Asaf Shabtai	Anomaly Detection Using the Knowledge-based Temporal Abstraction Method.	CoRR	2016	DBLP BibTeX RDF
14	Tejas D. Kulkarni, Karthik Narasimhan, Ardavan Saeedi, Josh Tenenbaum 0001	Hierarchical Deep Reinforcement Learning: Integrating Temporal Abstraction and Intrinsic Motivation.	NIPS	2016	DBLP BibTeX RDF
14	Erkin Çilden, Faruk Polat	Toward Generalization of Automated Temporal Abstraction to Partially Observable Reinforcement Learning.	IEEE Trans. Cybern.	2015	DBLP DOI BibTeX RDF
14	Robert Moskovitch, Yuval Shahar	Classification of multivariate time series via temporal abstraction and time intervals mining.	Knowl. Inf. Syst.	2015	DBLP DOI BibTeX RDF
14	Kalia Orphanou, Athena Stassopoulou, Elpida Keravnou	Integration of Temporal abstraction and Dynamic Bayesian Networks for Coronary Heart Diagnosis.	STAIRS	2014	DBLP DOI BibTeX RDF
14	Andrew R. Post, Tahsin M. Kurç, Richie Willard, Himanshu Rathod, Michel Mansour, Akshatha Kalsanka Pai, William M. Torian, Sanjay Agravat, Suzanne Sturm, Joel H. Saltz	Temporal Abstraction-based Clinical Phenotyping with Eureka!	AMIA	2013	DBLP BibTeX RDF
14	Kalia Orphanou, Elpida Keravnou, Joseph A. Moutiris	Integration of Temporal Abstraction and Dynamic Bayesian Networks in Clinical Systems. A preliminary approach.	ICCSW	2012	DBLP DOI BibTeX RDF
14	Asaf Shabtai, Uri Kanonov, Yuval Elovici	Intrusion detection for mobile devices using the knowledge-based, temporal abstraction method.	J. Syst. Softw.	2010	DBLP DOI BibTeX RDF
14	Zhihui Luo 0002	Temporal abstraction in reinforcement learning based on environmental feature.		2010	RDF
14	Pham Van Chung, Duong Tuan Anh	From Checking Integrity Constraints to Temporal Abstraction for Clinical Databases.	ACIIDS	2009	DBLP DOI BibTeX RDF
14	Manuel Campos	Temporal abstraction based in constraint networks.	Inteligencia Artif.	2008	DBLP BibTeX RDF
14	Nicholas K. Jong, Todd Hester, Peter Stone	The utility of temporal abstraction in reinforcement learning.	AAMAS (1)	2008	DBLP BibTeX RDF
14	Michael Stacey, Carolyn McGregor	Temporal abstraction in intelligent clinical data analysis: A survey.	Artif. Intell. Medicine	2007	DBLP DOI BibTeX RDF
14	Marion Verduijn, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol	Temporal abstraction for feature extraction: A comparative case study in prediction from intensive care monitoring data.	Artif. Intell. Medicine	2007	DBLP DOI BibTeX RDF
14	Katsuhiko Takabayashi, Tu Bao Ho, Hideto Yokoi, Trong Dung Nguyen, Saori Kawasaki, Si Quang Le, Takahiro Suzuki, Osamu Yokosuka	Temporal Abstraction and Data Mining with Visualization of Laboratory Data.	MedInfo	2007	DBLP DOI BibTeX RDF
14	Florian Hartge, Thomas Wetter, Walter E. Haefeli	A similarity measure for case based reasoning modeling with temporal abstraction based on cross-correlation.	Comput. Methods Programs Biomed.	2006	DBLP DOI BibTeX RDF
14	David Boaz, Yuval Shahar	A framework for distributed mediation of temporal-abstraction queries to clinical databases.	Artif. Intell. Medicine	2005	DBLP DOI BibTeX RDF
14	Zina M. Ibrahim, Ahmed Y. Tawfik	A Qualitative Spatio-temporal Abstraction of a Disaster Space.	SARA	2005	DBLP DOI BibTeX RDF
14	Marion Verduijn, Arianna Dagliati, Lucia Sacchi, Niels Peek, Riccardo Bellazzi, Evert de Jonge, Bas A. de Mol	Comparison of two temporal abstraction procedures: a case study in prediction from monitoring data.	AMIA	2005	DBLP BibTeX RDF
14	Guy Carrault, Marie-Odile Cordier, Rene Quiniou, Feng Wang	Temporal abstraction and inductive logic programming for arrhythmia recognition from electrocardiograms.	Artif. Intell. Medicine	2003	DBLP DOI BibTeX RDF
14	Saori Kawasaki, Trong Dung Nguyen, Tu Bao Ho	Temporal Abstraction for Long-Term Test Changes in the Hepatitis Domain.	J. Adv. Comput. Intell. Intell. Informatics	2003	DBLP DOI BibTeX RDF
14	Julia Dushina, Mike Benjamin, Daniel Geist	Semi-formal test generation and resolving a temporal abstraction problem in practice: industrial application.	ASP-DAC	2003	DBLP DOI BibTeX RDF
14	Abraham Otero, Paulo Félix, Carlos Vázquez Regueiro, Miguel A. Rodríguez, Senén Barro	A model to perform knowledge-based temporal abstraction over multiple signals.	TIME	2003	DBLP DOI BibTeX RDF
14	Mira Balaban, David Boaz, Yuval Shahar	Analysis of Temporal Abstraction in Medical Databases.	KRDB	2003	DBLP BibTeX RDF
14	Yuval Shahar, David Boaz, Gil Tahan, Maya Galperin, Dina Goren-Bar, Herbert Kaizer, Lawrence V. Basso, Susana B. Martins, Mary K. Goldstein	Interactive Visualization and Exploration of Time-oriented Clinical Data Using a Distributed Temporal-Abstraction Architecture.	AMIA	2003	DBLP BibTeX RDF
14	Martin J. O'Connor, William E. Grosso, Samson W. Tu, Mark A. Musen	RASTA: A Distributed Temporal Abstraction System to Facilitate Knowledge-Driven Monitoring of Clinical Databases.	MedInfo	2001	DBLP DOI BibTeX RDF
14	Yuval Shahar, Hai Chen, Daniel P. Stites, Lawrence V. Basso, Herbert Kaizer, Darrell M. Wilson, Mark A. Musen	Original Investigation: Semi-automated Entry of Clinical Temporal-abstraction Knowledge.	J. Am. Medical Informatics Assoc.	1999	DBLP DOI BibTeX RDF
14	Richard S. Sutton, Doina Precup, Satinder Singh 0001	Between MDPs and Semi-MDPs: A Framework for Temporal Abstraction in Reinforcement Learning.	Artif. Intell.	1999	DBLP DOI BibTeX RDF
14	Nada Lavrac, Blaz Zupan, Igor Kononenko 0001, Matjaz Kukar, Elpida T. Keravnou	Intelligent Data Analysis for Medical Diagnosis: Using Machine Learning and Temporal Abstraction.	AI Commun.	1998	DBLP BibTeX RDF
14	Yuval Shahar	A Framework for Knowledge-Based Temporal Abstraction.	Artif. Intell.	1997	DBLP DOI BibTeX RDF