Ole J. Mengshoel

J. Vis. Lang. Comput., 2018

Adaptive Stress Testing: Finding Failure Events with Reinforcement Learning.

[BibT_eX]

[DOI]

Mykel J. Kochenderfer

CoRR, 2018

CADDeLaG: Framework for distributed anomaly detection in large dense graph sequences.

[BibT_eX]

[DOI]

Aniruddha Basak

Kamalika Das

CoRR, 2018

Interpretable Categorization of Heterogeneous Time Series Data.

[BibT_eX]

[DOI]

Ritchie Lee

Mykel J. Kochenderfer

Joshua Silbermann

Proceedings of the 2018 SIAM International Conference on Data Mining, 2018

SpectralLeader: Online Spectral Learning for Single Topic Models.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Renewable Energy Integration: Bayesian Networks for Probabilistic State Estimation.

[BibT_eX]

[DOI]

Dongzhen Piao

Briana Johnson

Proceedings of the Data Analytics for Renewable Energy Integration. Technologies, Systems and Society, 2018

Stochastic Optimization for Market Return Prediction Using Financial Knowledge Graph.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Big Knowledge, 2018

Improving Bag-Of-Words: Capturing Local Information for Motion-Based Activity Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, 2018

Understanding and improving recurrent networks for human activity recognition by continuous attention.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM International Symposium on Wearable Computers, 2018

Captioning with Language-Based Attention.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Wetting and Drying of Soil: From Data to Understandable Models for Prediction.

[BibT_eX]

[DOI]

Proceedings of the 5th IEEE International Conference on Data Science and Advanced Analytics, 2018

Mitigating Multi-tenant Interference in Continuous Mobile Offloading.

[BibT_eX]

[DOI]

Proceedings of the Cloud Computing - CLOUD 2018, 2018

ILPC: Iterative Learning Using Physical Constraints in Real-World Sensing Data.

[BibT_eX]

[DOI]

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Customized Nonlinear Bandits for Online Response Selection in Neural Conversation Models.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

FootprintID: Indoor Pedestrian Identification through Ambient Structural Vibration Sensing.

[BibT_eX]

[DOI]

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017

SpectralFPL: Online Spectral Learning for Single Topic Models.

[BibT_eX]

[DOI]

CoRR, 2017

Towards continuous and passive authentication across mobile devices: an empirical study.

[BibT_eX]

[DOI]

Proceedings of the 10th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2017

Content-based top-N recommendations with perceived similarity.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Thompson Sampling for Optimizing Stochastic Local Search.

[BibT_eX]

[DOI]

Tong Yu

Branislav Kveton

Alessandro Vittorio Papadopoulos

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Optimizing the decomposition of time series using evolutionary algorithms: soil moisture analytics.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2017

Mitigating multi-tenant interference on mobile offloading servers: poster abstract.

[BibT_eX]

[DOI]

Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

QoS-Aware Scheduling of Heterogeneous Servers for Inference in Deep Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Semi-supervised convolutional neural networks for human activity recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

Self-adaptation for Individual Self-aware Computing Systems.

[BibT_eX]

[DOI]

Anders Robertsson

Katinka Wolter

Proceedings of the Self-Aware Computing Systems., 2017

Self-awareness of Cloud Applications.

[BibT_eX]

[DOI]

Proceedings of the Self-Aware Computing Systems., 2017

Online Workload Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Self-Aware Computing Systems., 2017

Synthesis and Verification of Self-aware Computing Systems.

[BibT_eX]

[DOI]

Proceedings of the Self-Aware Computing Systems., 2017

2016

Self-Awareness of Cloud Applications.

[BibT_eX]

[DOI]

CoRR, 2016

Stochastic CoSaMP: Randomizing Greedy Pursuit for Sparse Signal Recovery.

[BibT_eX]

[DOI]

Dipan K. Pal

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2016

A Genetic Algorithm for Learning Parameters in Bayesian Networks using Expectation Maximization.

[BibT_eX]

[DOI]

Proceedings of the Probabilistic Graphical Models - Eighth International Conference, 2016

Hybridizing Personal and Impersonal Machine Learning Models for Activity Recognition on Mobile Devices.

[BibT_eX]

[DOI]

Proceedings of the 8th EAI International Conference on Mobile Computing, 2016

Markov Chain Analysis of Noise and Restart in Stochastic Local Search.

[BibT_eX]

[DOI]

Youssef Ahres

Tong Yu

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

Incremental learning for matrix factorization in recommender systems.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016

Identifying Contributing Factors of Occupant Thermal Discomfort in a Smart Building.

[BibT_eX]

[DOI]

Jayasudha Jayakumaran

Mario Gurrola Morga

Ishwari Aghav

Proceedings of the AI for Smart Grids and Smart Buildings, 2016

Scalable Causal Learning for Predicting Adverse Events in Smart Buildings.

[BibT_eX]

[DOI]

Proceedings of the AI for Smart Grids and Smart Buildings, 2016

2015

A Constrained Genetic Algorithm for Rebalancing of Services in Cloud Data Centers.

[BibT_eX]

[DOI]

Eugen Feller

Julien Forgeat

Proceedings of the 8th IEEE International Conference on Cloud Computing, 2015

2014

Adaptive generalized crowding for genetic algorithms.

[BibT_eX]

[DOI]

Antonio de Dios

Inf. Sci., 2014

Diagnosis for uncertain, dynamic and hybrid domains using Bayesian networks and arithmetic circuits.

[BibT_eX]

[DOI]

Brian Ricks

Int. J. Approx. Reason., 2014

Bayesian Network Parameter Learning using EM with Parameter Sharing.

[BibT_eX]

[DOI]

Proceedings of the Eleventh UAI Bayesian Modeling Applications Workshop co-located with the 30th Conference on Uncertainty in Artificial Intelligence, 2014

Adaptive activity recognition with dynamic heterogeneous sensor fusion.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Mobile Computing, 2014

Convolutional Neural Networks for human activity recognition using mobile sensors.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Mobile Computing, 2014

Feedback control for multi-modal optimization using genetic algorithms.

[BibT_eX]

[DOI]

Jun Shi

Dipan K. Pal

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Darwin: a ground truth agnostic CAPTCHA generator using evolutionary algorithm.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Computing Probabilistic Optical Flow Using Markov Random Fields.

[BibT_eX]

[DOI]

Dongzhen Piao

Prahlad G. Menon

Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

Detection of Myocardial Perfusion Defects Using First Pass Perfusion Cardiac MRI Data.

[BibT_eX]

[DOI]

Stephen Kruzick

Prahlad G. Menon

Proceedings of the Computational Modeling of Objects Presented in Images. Fundamentals, Methods, and Applications, 2014

2013

Software health management with Bayesian networks.

[BibT_eX]

[DOI]

Innov. Syst. Softw. Eng., 2013

A Novel Mating Approach for Genetic Algorithms.

[BibT_eX]

[DOI]

Rafael Pinter

Evol. Comput., 2013

Multi-focus and multi-window techniques for interactive network exploration.

[BibT_eX]

[DOI]

Proceedings of the Visualization and Data Analysis 2013, 2013

Multi-focus and multi-level techniques for visualization and analysis of networks with thematic data.

[BibT_eX]

[DOI]

Michele Cossalter

Proceedings of the Visualization and Data Analysis 2013, 2013

Exploring Multiple Dimensions of Parallelism in Junction Tree Message Passing.

[BibT_eX]

[DOI]

Lu Zheng

Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013

Latent Topic Analysis for Predicting Group Purchasing Behavior on the Social Web.

[BibT_eX]

[DOI]

Proceedings of the 2013 UAI Application Workshops: Big Data meet Complex Models and Models for Spatial, 2013

Optimizing parallel belief propagation in junction treesusing regression.

[BibT_eX]

[DOI]

Lu Zheng

Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2013

Adaptive Control of Apache Web Server.

[BibT_eX]

[DOI]

Abe Ishihara

Proceedings of the 8th International Workshop on Feedback Computing, 2013

Mobile Computing: Challenges and Opportunities for Autonomy and Feedback.

[BibT_eX]

[DOI]

Bob Iannucci

Abe Ishihara

Proceedings of the 8th International Workshop on Feedback Computing, 2013

2012

Age-Layered Expectation Maximization for Parameter Learning in Bayesian Networks.

[BibT_eX]

[DOI]

Avneesh Singh Saluja

Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Reports of the AAAI 2011 Conference Workshops.

[BibT_eX]

[DOI]

AI Mag., 2012

Reactive Bayesian Network Computation using Feedback Control: An Empirical Study.

[BibT_eX]

[DOI]

Abe Ishihara

Proceedings of the Ninth UAI Bayesian Modeling Applications Workshop, 2012

Accelerating Bayesian network parameter learning using Hadoop and MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 1st International Workshop on Big Data, 2012

2011

Initialization and Restart in Stochastic Local Search: Computing a Most Probable Explanation in Bayesian Networks.

[BibT_eX]

[DOI]

Dan Roth

IEEE Trans. Knowl. Data Eng., 2011

Portfolios in Stochastic Local Search: Efficiently Computing Most Probable Explanations in Bayesian Networks.

[BibT_eX]

[DOI]

Dan Roth

J. Autom. Reason., 2011

Belief Propagation by Message Passing in Junction Trees: Computing Each Message Faster Using GPU Parallelization.

[BibT_eX]

[DOI]

Lu Zheng

Jike Chong

Proceedings of the UAI 2011, 2011

Multi-Fisheye for Interactive Visualization of Large Graphs.

[BibT_eX]

[DOI]

Proceedings of the Scalable Integration of Analytics and Visualization, 2011

Visualizing and Understanding Large-Scale Bayesian Networks.

[BibT_eX]

[DOI]

Michele Cossalter

Proceedings of the Scalable Integration of Analytics and Visualization, 2011

2010

Probabilistic Model-Based Diagnosis: An Electrical Power System Case Study.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part A, 2010

Understanding the scalability of Bayesian network inference using clique tree growth curves.

[BibT_eX]

[DOI]

Artif. Intell., 2010

Towards software health management with bayesian networks.

[BibT_eX]

[DOI]

Proceedings of the Workshop on Future of Software Engineering Research, 2010

Who Guards the Guardians? - Toward V&V of Health Management Software - (Short Paper).

[BibT_eX]

[DOI]

Johann Schumann

Ashok N. Srivastava

Proceedings of the Runtime Verification - First International Conference, 2010

Inferring Complex Human Behavior Using a Non-obtrusive Mobile Sensing Platform.

[BibT_eX]

[DOI]

Proceedings of the Mobile Computing, Applications, and Services, 2010

Generalized crowding for genetic algorithms.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

Constraint Handling Using Tournament Selection: Abductive Inference in Partly Deterministic Bayesian Networks.

[BibT_eX]

[DOI]

Evol. Comput., 2009

2008

The Crowding Approach to Niching in Genetic Algorithms.

[BibT_eX]

[DOI]

David E. Goldberg

Evol. Comput., 2008

Understanding the role of noise in stochastic local search: Analysis and experiments.

[BibT_eX]

[DOI]

Artif. Intell., 2008

Diagnosing Faults in Electrical Power Systems of Spacecraft and Aircraft.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007

Macroscopic Models of Clique Tree Growth for Bayesian Networks.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006

Controlled generation of hard and easy Bayesian networks: Impact on maximal clique size in tree clustering.

[BibT_eX]

[DOI]

Corinne Clinton Ruokangas

Dan Roth

Artif. Intell., 2006

2003

Information filtering using bayesian networks: effective user interfaces for aviation weather data.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

2000

CoRaven: model-based design of a cognitive tool for real-time intelligence monitoring and analysis.

[BibT_eX]

[DOI]

Oleksandr Chernyshenko

Proceedings of the IEEE International Conference on Systems, 2000

1999

Efficient Bayesian Network Inference: Genetic Algorithms, Stochastic Local Search, and Abstraction

[BibT_eX]

[DOI]

Ole Jakob Mengshoel

PhD thesis, 1999

1998

CoRAVEN: modeling and design of a multimedia intelligent infrastructure for collaborative intelligence analysis.

[BibT_eX]

[DOI]

Martin J. Lucenti Jr.

Insook Choi

Nan Tu

J. L. Schlabach

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, 1998

Genetic Algorithms for Belief Network Inference: The Role of Scaling and Niching.

[BibT_eX]

[DOI]

Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998

1997

Visual reasoning instructional software system.

[BibT_eX]

[DOI]

Comput. Educ., 1997

Belief Network Inference in Dynamic Environments.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996

Intelligent critiquing and tutoring of spatial reasoning skills.

[BibT_eX]

[DOI]