Search results for "bayesian networks"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
5	Kevin B. Korb, Ann E. Nicholson	The Causal Interpretation of Bayesian Networks.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF	causal discovery, faithfulness, probabilistic causality, causal power, causal responsibility, Bayesian networks, intervention
4	David Heckerman	A Tutorial on Learning with Bayesian Networks.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF
4	Dawn E. Holmes, Lakhmi C. Jain	Introduction to Bayesian Networks.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF
4	I. S. P. Daryle Niedermayer	An Introduction to Bayesian Networks and Their Contemporary Applications.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF
4	Esma Nur Cinicioglu, Prakash P. Shenoy, Canan Kocabasoglu	Use of Radio Frequency Identification for Targeted Advertising: A Collaborative Filtering Approach Using Bayesian Networks.	ECSQARU	2007	DBLP DOI BibTeX RDF	targeted advertising, learning Bayesian networks, RFID, Bayesian networks, collaborative filtering
3	Murugan Ayyappan, Yew-Kwong Woon, Wee Keong Ng	MICHO: a scalable constraint-based algorithm for learning Bayesian networks.	SAC	2010	DBLP DOI BibTeX RDF	data mining, machine learning, classification, Bayesian networks, large datasets, conditional independence
3	Takashi Isozaki, Maomi Ueno	Minimum Free Energy Principle for Constraint-Based Learning Bayesian Networks.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	Conditional independence test, Minimum free energy principle, Bayesian networks, Structure learning
3	Andrés Cano, Manuel Gómez-Olmedo, Serafín Moral	Binary Probability Trees for Bayesian Networks Inference.	ECSQARU	2009	DBLP DOI BibTeX RDF	Bayesian networks inference, variable elimination algorithm, probability trees, deterministic algorithms, approximate computation
3	Prakash P. Shenoy, James C. West	Inference in Hybrid Bayesian Networks with Deterministic Variables.	ECSQARU	2009	DBLP DOI BibTeX RDF	Hybrid Bayesian networks, deterministic variables, Dirac delta functions, Shenoy-Shafer architecture
3	Ulrik Franke, Waldo Rocha Flores, Pontus Johnson	Enterprise architecture dependency analysis using fault trees and Bayesian networks.	SpringSim	2009	DBLP DOI BibTeX RDF	Bayesian networks, enterprise architecture, dependency analysis, fault tree analysis, DoDAF
3	Wojciech Tylman	Detecting Computer Intrusions with Bayesian Networks.	IDEAL	2009	DBLP DOI BibTeX RDF	Metasploit Framework, Bayesian networks, network intrusion detection, Snort
3	Marco Grzegorczyk, Dirk Husmeier	Improving the structure MCMC sampler for Bayesian networks by introducing a new edge reversal move.	Machine Learning	2008	DBLP DOI BibTeX RDF	MCMC sampling, Bayesian networks, Structure learning
3	Harri Lähdesmäki, Ilya Shmulevich	Learning the structure of dynamic Bayesian networks from time series and steady state measurements.	Machine Learning	2008	DBLP DOI BibTeX RDF	Trans-dimensional Markov chain Monte Carlo, Bayesian inference, Markov chain Monte Carlo, Dynamic Bayesian networks, Steady state analysis
3	Xia Jiang, Michael M. Wagner, Gregory F. Cooper	Modeling the Temporal Trend of the Daily Severity of an Outbreak Using Bayesian Networks.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF
3	Fei Wang, De Pan, Jianhua Ding	A New Approach Combined Fuzzy Clustering and Bayesian Networks for Modeling Gene Regulatory Networks.	BMEI	2008	DBLP DOI BibTeX RDF	Bayesian Networks, Fuzzy Clustering, Gene regulatory networks
3	Ratiba Kabli, John McCall, Frank Herrmann, Eng Ong	Evolved bayesian networks as a versatile alternative to partin tables for prostate cancer management.	GECCO	2008	DBLP DOI BibTeX RDF	genetic algorithms, bayesian networks, real-world applications, greedy search, medical decision support
3	Luis E. Garza-Castañón, Juan Pablo Nieto González, Mauricio A. Garza Castañon, Rubén Morales-Menéndez	Fault Diagnosis of Industrial Systems with Bayesian Networks and Neural Networks.	MICAI	2008	DBLP DOI BibTeX RDF	Neural Networks, Fault Diagnosis, Bayesian Networks, First-order Logic, Power Networks
3	Narges Bani Asadi, Teresa H. Y. Meng, Wing H. Wong	Reconfigurable computing for learning Bayesian networks.	FPGA	2008	DBLP DOI BibTeX RDF	Bayesian networks, reconfigurable computing, Markov chain Monte Carlo
3	Dawn E. Holmes	Toward a Generalized Bayesian Network.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF	PACS 02.50.Cw, 89.70.+c, 05.70.-a, 65.40.Gr
3	Eitel J. M. Lauría	An Information-Geometric Approach to Learning Bayesian Network Topologies from Data.	Innovations in Bayesian Networks	2008	DBLP DOI BibTeX RDF
3	Martin Neil, Manesh Tailor, David Marquez	Inference in hybrid Bayesian networks using dynamic discretization.	Statistics and Computing	2007	DBLP DOI BibTeX RDF	Bayesian software, Dynamic discretization, Bayesian networks, Expert systems, Statistical inference, Reasoning under uncertainty, Propagation algorithms
3	Sung-Bae Cho, Kyung-Joong Kim, Keum-Sung Hwang, In-Ji Song	AniDiary: Daily Cartoon-Style Diary Exploits Bayesian Networks.	IEEE Pervasive Computing	2007	DBLP DOI BibTeX RDF	landmark detection, comic generation, ubiquitous computing, Bayesian networks, life logging
3	Estevam R. Hruschka Jr., Eduardo R. Hruschka, Nelson F. F. Ebecken	Bayesian networks for imputation in classification problems.	J. Intell. Inf. Syst.	2007	DBLP DOI BibTeX RDF	Data mining, Bayesian networks, Missing values
3	Martinus de Jongh, Marek J. Druzdzel, Léon J. M. Rothkrantz	Implementing and improving a method for non-invasive elicitation of probabilities for Bayesian networks.	CompSysTech	2007	DBLP DOI BibTeX RDF	artificial intelligence, bayesian networks, linear programming, probability theory, conflict detection, knowledge elicitation, GeNIe, dirichlet distribution, SMILE
3	Zhi Liu, Jie Jiang	A Modeling and Assessing Method Based on Bayesian Networks.	International Conference on Computational Science	2007	DBLP DOI BibTeX RDF	Modeling, Bayesian networks, Assessing
3	Kui Yu, Hao Wang, Xindong Wu	A Parallel Algorithm for Learning Bayesian Networks.	PAKDD	2007	DBLP DOI BibTeX RDF	structural EM, MPI library, parallel EM, parallel processing, Bayesian networks
3	Massimiliano Mascherini, Federico M. Stefanini	Using Weak Prior Information on Structures to Learn Bayesian Networks.	KES	2007	DBLP DOI BibTeX RDF	Prior information, Bayesian Networks, structural learning
3	Fengzhan Tian, Yanfeng Zhang, Zhihai Wang, Houkuan Huang	Learning Bayesian Networks Using Evolutionary Algorithm and a Variant of MDL Score.	KES	2007	DBLP DOI BibTeX RDF	MDL score, Learning, Evolutionary algorithm, Bayesian networks, Mutual information
3	Omer Berkman, Nathan Intrator	Robust Inference in Bayesian Networks with Application to Gene Expression Temporal Data.	MCS	2007	DBLP DOI BibTeX RDF	Weak Learners, Dynamic Bayesian Networks, Time Series Data, Genetic Networks
3	Siavash Mirarab, Ladan Tahvildari	A Prioritization Approach for Software Test Cases Based on Bayesian Networks.	FASE	2007	DBLP DOI BibTeX RDF	Bayesian Networks, Regression Testing, Test case Prioritization
3	Mark Crowley, Brent Boerlage, David Poole	Adding Local Constraints to Bayesian Networks.	Canadian Conference on AI	2007	DBLP DOI BibTeX RDF	chain graphs, complementary priors, Bayesian networks, constraints, graphical models, mixed networks, Bayesian modelling
3	Xin Yu, Zhaobao Zheng, Jiangwei Wu, Xubing Zhang, Fang Wu	Texture Classification of Aerial Image Based on Bayesian Networks with Hidden Nodes.	ISICA	2007	DBLP DOI BibTeX RDF	classification, Bayesian networks, aerial images, hidden nodes
3	Moser Silva Fagundes, Rosa Maria Vicari, Helder Coelho	Deliberation Process in a BDI Model with Bayesian Networks.	PRIMA	2007	DBLP DOI BibTeX RDF	Bayesian Networks, Deliberation, BDI Architecture
3	Barry R. Cobb, Prakash P. Shenoy, Rafael Rumí	Approximating probability density functions in hybrid Bayesian networks with mixtures of truncated exponentials.	Statistics and Computing	2006	DBLP DOI BibTeX RDF	Bayesian networks, Modeling methodologies, Probabilistic computation, Graphs and networks
3	Sanjukta Bhanja, Karthikeyan Lingasubramanian, N. Ranganathan	A stimulus-free graphical probabilistic switching model for sequential circuits using dynamic bayesian networks.	ACM Trans. Design Autom. Electr. Syst.	2006	DBLP DOI BibTeX RDF	sequential circuits, Dynamic Bayesian networks, TDM
3	Tatiana Raffaelli, Adriana V. R. Silva, Maurício Marengoni	Detecting Giant Solar Flares Based on Sunspot Parameters Using Bayesian Networks.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	fusion of information, forecast systems, sunspot, solar flares, Bayesian networks
3	Zi Lu, Jie Lu, Chenggang Bai, Guangquan Zhang	Customer Online Shopping Behaviours Analysis Using Bayesian Networks.	Australian Conference on Artificial Intelligence	2006	DBLP DOI BibTeX RDF	Customer behaviours, Bayesian networks, Inference, E-services
3	Vasanth Krishna Namasivayam, Viktor K. Prasanna	Scalable Parallel Implementation of Exact Inference in Bayesian Networks.	ICPADS	2006	DBLP DOI BibTeX RDF	Pointer-Jumping, Scalability, Bayesian Networks, Partitioning, Loop level parallelization, Junction Tree
3	Han-Saem Park, Ji-Oh Yoo, Sung-Bae Cho	A Context-Aware Music Recommendation System Using Fuzzy Bayesian Networks with Utility Theory.	FSKD	2006	DBLP DOI BibTeX RDF	context-awareness, Bayesian networks, fuzzy system, utility theory, music recommendation system
3	Huiyan Wang, Jie Wang	A Quantitative Diagnostic Method Based on Bayesian Networks in Traditional Chinese Medicine.	ICONIP	2006	DBLP DOI BibTeX RDF	Traditional Chinese Medicine (TCM), Quantitative diagnosis, Symptom selection, Syndrome differentiation, Bayesian networks
3	Changting Shi, Rubo Zhang, Ge Yang	Fault Diagnosis of AUV Based on Bayesian Networks.	IMSCCS	2006	DBLP DOI BibTeX RDF	Fault diagnosis, Bayesian Networks, Autonomous Underwater Vehicle, Uncertainty reasoning
3	Jean-Jacques Gras, Rishabh Gupta, Elena Pérez-Miñana	Generating a Test Strategy with Bayesian Networks and Common Sense.	TAIC PART	2006	DBLP DOI BibTeX RDF	software testing, Bayesian networks, test strategy, defect prediction
3	Xiangdong An, Dawn N. Jutla, Nick Cercone	Privacy intrusion detection using dynamic Bayesian networks.	ICEC	2006	DBLP DOI BibTeX RDF	privacy intrusion, intrusion detection, dynamic bayesian networks, probabilistic reasoning
3	Lloyd Allison	A programming paradigm for machine learning, with a case study of Bayesian networks.	ACSC	2006	DBLP DOI BibTeX RDF	minimum length encoding, Bayesian networks, functional programming, Haskell, statistical models, inductive inference
3	Jianguo Ding, Bernd J. Krämer, Yingcai Bai, Hansheng Chen	Backward Inference in Bayesian Networks for Distributed Systems Management.	J. Network Syst. Manage.	2005	DBLP DOI BibTeX RDF	backward inference, Bayesian networks, uncertainty, Distributed systems management
3	Manuel Martínez-Morales, Nicandro Cruz-Ramírez, José Luis Jiménez-Andrade, Ramiro Garza-Domínguez	Bayes-N: An Algorithm for Learning Bayesian Networks from Data Using Local Measures of Information Gain Applied to Classification Problems.	MICAI	2004	DBLP DOI BibTeX RDF	data mining, machine learning, classification, Bayesian networks, MDL
3	Jozef Gemela	Learning Bayesian networks using various datasources and applications to financial analysis.	Soft Comput.	2003	DBLP DOI BibTeX RDF	Fundamental financial analysis, Neural networks, Learning, Bayesian networks, Application, Engineering
3	Adnan Darwiche	A differential approach to inference in Bayesian networks.	J. ACM	2003	DBLP DOI BibTeX RDF	compiling probabilistic models, Bayesian networks, Probabilistic reasoning, circuit complexity
3	Serafín Moral, Antonio Salmerón	Dynamic Importance Sampling Computation in Bayesian Networks.	ECSQARU	2003	DBLP DOI BibTeX RDF	probability propagation, approximate algorithms, Bayesian networks, importance sampling
3	Shai Fine, Avi Ziv	Coverage directed test generation for functional verification using bayesian networks.	DAC	2003	DBLP DOI BibTeX RDF	bayesian networks, functional verification, coverage analysis
3	Ratthachat Chatpatanasiri, Boonserm Kijsirikul	Learning First-Order Bayesian Networks.	Canadian Conference on AI	2003	DBLP DOI BibTeX RDF	First-Order Bayesian Networks, Overfitting Problem, Propositionalisation, Feature Extraction, Inductive Logic Programming
3	Michael V. Mannino, Vijay S. Mookerjee	Probability Bounds for Goal Directed Queries in Bayesian Networks.	IEEE Trans. Knowl. Data Eng.	2002	DBLP DOI BibTeX RDF	probability bounds, acquisition cost, Bayesian networks, sequential decision making
3	Cristina Conati, Abigail S. Gertner, Kurt VanLehn	Using Bayesian Networks to Manage Uncertainty in Student Modeling.	User Model. User-Adapt. Interact.	2002	DBLP DOI BibTeX RDF	Intelligent Tutoring Systems, student modelling, dynamic Bayesian networks
3	Mahmoud O. Elish, David C. Rine, Joel E. Foreman	Evaluating collaborative software in supporting organizational learning with Bayesian Networks.	SAC	2002	DBLP DOI BibTeX RDF	software tools evaluation, Bayesian networks, mental models, organizational learning, collaborative software
3	Serafín Moral, Rafael Rumí, Antonio Salmerón	Mixtures of Truncated Exponentials in Hybrid Bayesian Networks.	ECSQARU	2001	DBLP DOI BibTeX RDF	Hybrid Bayesian networks, MTE distribution, MTE networks, probability propagation, Markov chain Monte Carlo
3	Antonio Salmerón, Serafín Moral	Importance Sampling in Bayesian Networks Using Antithetic Variables.	ECSQARU	2001	DBLP DOI BibTeX RDF	probability propagation, antithetic variables, Bayesian networks, importance sampling
3	Silvia Acid, Luis M. de Campos, Susana Rodríguez, José María Rodríguez, José Luis Salcedo	Using Bayesian Networks to Model Emergency Medical Services.	ISMDA	2001	DBLP DOI BibTeX RDF	Management problems, Bayesian networks, Learning algorithms, Emergency medical services
3	Daniel Nikovski	Constructing Bayesian Networks for Medical Diagnosis from Incomplete and Partially Correct Statistics.	IEEE Trans. Knowl. Data Eng.	2000	DBLP DOI BibTeX RDF	combining risk factors, leaky noisy-OR nodes, Bayesian networks, medical diagnosis
3	Omolola Ogunyemi, John R. Clarke, Bonnie L. Webber	Using Bayesian Networks for Diagnostic Reasoning in Penetrating Injury Assessment.	CBMS	2000	DBLP DOI BibTeX RDF	computer-based medical diagnosis, Bayesian networks, decision support, reasoning under uncertainty
3	Ashutosh Garg, Vladimir Pavlovic, James M. Rehg	Audio-Visual Speaker Detection Using Dynamic Bayesian Networks.	FG	2000	DBLP DOI BibTeX RDF	dynamic Bayesian networks, multimodal HCI, speaker detection
3	Yang Xiang	Distributed Multi-Agent Probabilistic Reasoning With Bayesian Networks.	ISMIS	1994	DBLP DOI BibTeX RDF	distributed reasoning, Bayesian networks, distributed artificial intelligence, approximate reasoning, probabilistic reasoning, knowledge representation and integration
3	Sudeep Sarkar, Kim L. Boyer	Integration, Inference, and Management of Spatial Information Using Bayesian Networks: Perceptual Organization.	IEEE Trans. Pattern Anal. Mach. Intell.	1993	DBLP DOI BibTeX RDF	top-down visual processes, spatial inference, bottom-up visual processes, perceptual inference network, computer vision, computer vision, Bayesian networks, knowledge based systems, probability, image recognition, image recognition, knowledge base, spatial reasoning, Bayes methods, perceptual organization
2	George Chin Jr., Sutanay Choudhury, Lars Kangas, Sally McFarlane, Andrès Márquez	Fault Detection in Distributed Climate Sensor Networks Using Dynamic Bayesian Networks.	eScience	2010	DBLP DOI BibTeX RDF	climate data, anomaly detection, fault detection, dynamic Bayesian networks, distributed sensor networks
2	Philip Chan, Mo Mansuri, Hong Man	Applying Systems Engineering in Tactical Wireless Network Analysis with Bayesian Networks.	CICSyN	2010	DBLP DOI BibTeX RDF	Wireless Network Analysis, Bayesian Networks, Systems Engineering, Vulnerability Assessment
2	Xuchu Dong, Dantong Ouyang, Yuxin Ye, Shasha Feng, Haihong Yu	A Stable Stochastic Optimization Algorithm for Triangulation of Bayesian Networks.	WKDD	2010	DBLP DOI BibTeX RDF	clique tree, genetic algorithm, heuristics, Bayesian networks, ant colony optimization
2	Liyan Dong, Pengfei Yan, Zhaojun Liu, Zhen Li, Peng Huang	Research and Implement of Structure Learning Algorithm for Hybrid Bayesian Networks.	FCST	2010	DBLP DOI BibTeX RDF	pseudo-BN, Minimal d-separating, Data Mining, Bayesian Networks, VO
2	Severino F. Galán, Ole J. Mengshoel	Generalized crowding for genetic algorithms.	GECCO	2010	DBLP DOI BibTeX RDF	deterministic crowding, probabilistic crowding, genetic algorithms, bayesian networks, experiments, niching, markov chain analysis
2	Haris Dindo, Guido Schillaci	An adaptive probabilistic graphical model for representing skills in pbd settings.	HRI	2010	DBLP DOI BibTeX RDF	growing hierarchical dynamic bayesian network, machine learning, incremental learning, dynamic bayesian networks, imitation learning
2	Michael D. Linderman, Robert Bruggner, Vivek Athalye, Teresa H. Y. Meng, Narges Bani Asadi, Garry P. Nolan	High-throughput Bayesian network learning using heterogeneous multicore computers.	ICS	2010	DBLP DOI BibTeX RDF	Bayesian networks, GPU, MCMC
2	Zhenxing Wang, Laiwan Chan	An efficient causal discovery algorithm for linear models.	KDD	2010	DBLP DOI BibTeX RDF	bayesian networks, graphical models, causal modeling
2	Han-Shen Huang, Bo-Hou Yang, Yu-Ming Chang, Chun-Nan Hsu	Global and componentwise extrapolations for accelerating training of Bayesian networks and conditional random fields.	Data Min. Knowl. Discov.	2009	DBLP DOI BibTeX RDF	Generalized iterative scaling, Aitken’s extrapolation, Bayesian networks, Conditional random fields, Expectation-maximization (EM) algorithm
2	Cristina E. Manfredotti, Enza Messina	Relational Dynamic Bayesian Networks to Improve Multi-target Tracking.	ACIVS	2009	DBLP DOI BibTeX RDF
2	Alessandro Antonucci, Alberto Piatti	Modeling Unreliable Observations in Bayesian Networks by Credal Networks.	SUM	2009	DBLP DOI BibTeX RDF
2	Claudio De Stefano, Francesco Fontanella, Alessandra Scotto di Freca, Angelo Marcelli	Learning Bayesian Networks by Evolution for Classifier Combination.	ICDAR	2009	DBLP DOI BibTeX RDF
2	Xiangdong An, Nick Cercone	Compiling Multiply Sectioned Bayesian Networks: A Comparative Study.	MICAI	2009	DBLP DOI BibTeX RDF
2	Ildikó Flesch, Eric O. Postma	Simplifying Learning in Non-repetitive Dynamic Bayesian Networks.	ECSQARU	2009	DBLP DOI BibTeX RDF
2	M. K. Abdi, Hakim Lounis, Houari A. Sahraoui	Predicting Change Impact in Object-Oriented Applications with Bayesian Networks.	COMPSAC	2009	DBLP DOI BibTeX RDF
2	Qin Zhang	The Difference between Single-Valued and Multi-Valued Cases in the Compact Representation of CPD in Bayesian Networks.	Complex	2009	DBLP DOI BibTeX RDF	knowledge representation, uncertainty, causality, probabilistic inference
2	Patrizia Ribino, Antonio Oliveri, Giuseppe Lo Re, Salvatore Gaglio	A Knowledge Management System Using Bayesian Networks.	AI*IA	2009	DBLP DOI BibTeX RDF	Ontology, Knowledge Management, Bayesian Network, Decision Support System, Document Management System
2	Andre Dekker, Cary Dehing-Oberije, Dirk De Ruysscher, Philippe Lambin, Kartik Komati, Glenn Fung, Shipeng Yu, Andrew Hope, Wilfried De Neve, Yolande Lievens	Survival Prediction in Lung Cancer Treated with Radiotherapy: Bayesian Networks vs. Support Vector Machines in Handling Missing Data.	ICMLA	2009	DBLP DOI BibTeX RDF	Bayesian networks, radiotherapy, lung cancer
2	Marco Grzegorczyk, Dirk Husmeier	Avoiding Spurious Feedback Loops in the Reconstruction of Gene Regulatory Networks with Dynamic Bayesian Networks.	PRIB	2009	DBLP DOI BibTeX RDF
2	Rónán Daly, Kieron D. Edwards, John S. O'Neill, J. Stuart Aitken, Andrew J. Millar, Mark A. Girolami	Using Higher-Order Dynamic Bayesian Networks to Model Periodic Data from the Circadian Clock of Arabidopsis Thaliana.	PRIB	2009	DBLP DOI BibTeX RDF	Arabidopsis Thaliana, Gene Expression, Dynamic Bayesian Network, Gene Regulatory Network
2	Guillaume Heusch, Sébastien Marcel	Bayesian Networks to Combine Intensity and Color Information in Face Recognition.	ICB	2009	DBLP DOI BibTeX RDF
2	Cristina E. Manfredotti	Modeling and Inference with Relational Dynamic Bayesian Networks.	Canadian Conference on AI	2009	DBLP DOI BibTeX RDF
2	H.-Y. Kao, M.-C. Liu, C.-L. Huang, Y.-C. Chang	E-learning Systems Evaluation with Data Envelopment Analysis and Bayesian Networks.	NCM	2009	DBLP DOI BibTeX RDF	elearning systems, evaluation, Bayesian networks, data envelopment analysis
2	Antonino Freno, Edmondo Trentin, Marco Gori	Scalable pseudo-likelihood estimation in hybrid random fields.	KDD	2009	DBLP DOI BibTeX RDF	hybrid random fields, scalability, bayesian networks, modularity, markov random fields
2	Claus Möbus, Mark Eilers, Hilke Garbe, Malte Zilinski	Probabilistic and Empirical Grounded Modeling of Agents in (Partial) Cooperative Traffic Scenarios.	HCI	2009	DBLP DOI BibTeX RDF	digital human response models, probabilistic driver models, Bayesian autonomous driver models, learning of human control strategies, human behavior learning and transfer, mixture-of-experts model, visual attention allocation, partial cooperative problem solvers, partial autonomous assistance system, Bayesian assistance system, probabilistic detection of anomalies, traffic agents, between-vehicle-cooperation, within-vehicle-cooperation, hidden Markov models, graphical modeling, distributed cognition, dynamic Bayesian networks, shared space, driver assistance systems
2	Sergio Rodrigues de Morais, Alex Aussem	Exploiting Data Missingness in Bayesian Network Modeling.	IDA	2009	DBLP DOI BibTeX RDF	missing data mechanism, classification, pattern recognition, Bayesian networks
2	Guoliang Li, Tze-Yun Leong	Active Learning for Causal Bayesian Network Structure with Non-symmetrical Entropy.	PAKDD	2009	DBLP DOI BibTeX RDF	non-symmetrical entropy, Bayesian networks, active learning, intervention, stop criterion, node selection
2	Cory J. Butz, Hong Yao, Shan Hua	A join tree probability propagation architecture for semantic modeling.	J. Intell. Inf. Syst.	2009	DBLP DOI BibTeX RDF	Join trees, Bayesian networks, Probabilistic inference, Conditional independence
2	Ghim-Eng Yap, Ah-Hwee Tan, HweeHwa Pang	Explaining inferences in Bayesian networks.	Appl. Intell.	2008	DBLP DOI BibTeX RDF	Error values, Bayesian networks, Inferences, Explanations, Compensations, Missing values
2	Carlos Echegoyen, Roberto Santana, José Antonio Lozano, Pedro Larrañaga	The Impact of Exact Probabilistic Learning Algorithms in EDAs Based on Bayesian Networks.	Linkage in Evolutionary Computation	2008	DBLP DOI BibTeX RDF
2	Jing Xu, Christian R. Shelton	Continuous Time Bayesian Networks for Host Level Network Intrusion Detection.	ECML/PKDD	2008	DBLP DOI BibTeX RDF	CTBNs, Host Based IDS, Unsupervised Machine Learning
2	Ruchira Yasaratna, Pradeepa Yahampath	Cosntruction of a scalable decoder for a wireless sensor network using Bayesian networks.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Arthur Kantor, A. Hasegawa-Johnson	Stream weight tuning in dynamic Bayesian networks.	ICASSP	2008	DBLP DOI BibTeX RDF
2	Paola Britos, Pablo Felgaer, Ramón García-Martínez	Bayesian Networks Optimization Based on Induction Learning Techniques.	IFIP AI	2008	DBLP DOI BibTeX RDF
2	Anita Prinzie, Dirk Van den Poel	Dynamic Bayesian Networks for Acquisition Pattern Analysis: A Financial-Services Cross-Sell Application.	PAKDD Workshops	2008	DBLP DOI BibTeX RDF
2	Emilia Mendes	The Use of Bayesian Networks for Web Effort Estimation: Further Investigation.	ICWE	2008	DBLP DOI BibTeX RDF
2	Roger Luis, Luis Enrique Sucar, Eduardo F. Morales	Transfer Learning for Bayesian Networks.	IBERAMIA	2008	DBLP DOI BibTeX RDF
2	Hyunglae Lee, Hyoungnyoun Kim, Kyung-Hwa Park, Ji-Hyung Park	Robot learning by observation based on Bayesian networks and game pattern graphs for human-robot game interactions.	IROS	2008	DBLP DOI BibTeX RDF