Yixin Chen

J. Biomed. Informatics, 2024

Locating influence sources in social network by senders and receivers spaces mapping.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Target-Prompt Online Graph Collaborative Learning for Temporal QoS Prediction.

[BibT_eX]

[DOI]

CoRR, 2024

Learning System Dynamics without Forgetting.

[BibT_eX]

[DOI]

CoRR, 2024

TAGLAS: An atlas of text-attributed graph datasets in the era of large graph and language models.

[BibT_eX]

[DOI]

CoRR, 2024

SPGNN: Recognizing Salient Subgraph Patterns via Enhanced Graph Convolution and Pooling.

[BibT_eX]

[DOI]

Zehao Dong

CoRR, 2024

Highly Accurate Disease Diagnosis and Highly Reproducible Biomarker Identification with PathFormer.

[BibT_eX]

[DOI]

CoRR, 2024

Large-Language-Model Empowered Dose Volume Histogram Prediction for Intensity Modulated Radiotherapy.

[BibT_eX]

[DOI]

CoRR, 2024

Large Language Model Meets Graph Neural Network in Knowledge Distillation.

[BibT_eX]

[DOI]

CoRR, 2024

DoseGNN: Improving the Performance of Deep Learning Models in Adaptive Dose-Volume Histogram Prediction through Graph Neural Networks.

[BibT_eX]

[DOI]

Zehao Dong

Tianyu Zhao

CoRR, 2024

A Systematic Literature Review on Explainability for Machine/Deep Learning-based Software Engineering Research.

[BibT_eX]

[DOI]

CoRR, 2024

Topology-aware Embedding Memory for Learning on Expanding Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

Graph Contrastive Learning Meets Graph Meta Learning: A Unified Method for Few-shot Node Tasks.

[BibT_eX]

[DOI]

Proceedings of the ACM on Web Conference 2024, 2024

Topology-aware Embedding Memory for Continual Learning on Expanding Networks.

[BibT_eX]

[DOI]

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Parameter-Efficient Multi-Task Model Fusion with Partial Linearization.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Rethinking the Power of Graph Canonization in Graph Representation Learning with Stability.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

One For All: Towards Training One Graph Model For All Classification Tasks.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Sheared Backpropagation for Fine-Tuning Foundation Models.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Identifying multiple influence sources in social networks based on latent space mapping.

[BibT_eX]

[DOI]

Inf. Sci., July, 2023

NCRL: Neighborhood-Based Collaborative Residual Learning for Adaptive QoS Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

FHC-DQP: Federated Hierarchical Clustering for Distributed QoS Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2023

A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2023

PointHR: Exploring High-Resolution Architectures for 3D Point Cloud Segmentation.

[BibT_eX]

[DOI]

CoRR, 2023

Universal Normalization Enhanced Graph Representation Learning for Gene Network Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

Towards Arbitrarily Expressive GNNs in O(n2) Space by Rethinking Folklore Weisfeiler-Lehman.

[BibT_eX]

[DOI]

CoRR, 2023

Recurrent Transformer for Dynamic Graph Representation Learning with Edge Temporal States.

[BibT_eX]

[DOI]

CoRR, 2023

Time Associated Meta Learning for Clinical Prediction.

[BibT_eX]

[DOI]

CoRR, 2023

A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks.

[BibT_eX]

[DOI]

Lecheng Kong

Bradley A. Fritz

CoRR, 2023

MAG-GNN: Reinforcement Learning Boosted Graph Neural Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Extending the Design Space of Graph Neural Networks by Rethinking Folklore Weisfeiler-Lehman.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

PNT-Edge: Towards Robust Edge Detection with Noisy Labels by Learning Pixel-level Noise Transitions.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Improving Heterogeneous Model Reuse by Density Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MVGCL: Multi-View Graph Contrastive Learning for Service Recommendation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Web Services, 2023

CktGNN: Circuit Graph Neural Network for Electronic Design Automation.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

GNNHLS: Evaluating Graph Neural Network Inference via High-Level Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE International Conference on Computer Design, 2023

2022

DeepLTSC: Long-Tail Service Classification via Integrating Category Attentive Deep Neural Network and Feature Augmentation.

[BibT_eX]

[DOI]

IEEE Trans. Netw. Serv. Manag., 2022

DeepTSQP: Temporal-aware service QoS prediction via deep neural network and feature integration.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Random walk-based algorithm for distance-aware influence maximization on multiple query locations.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Social influence source locating based on network sparsification and stratification.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2022

On Transforming Reinforcement Learning by Transformer: The Development Trajectory.

[BibT_eX]

[DOI]

CoRR, 2022

Toward Efficient Language Model Pretraining and Downstream Adaptation via Self-Evolution: A Case Study on SuperGLUE.

[BibT_eX]

[DOI]

CoRR, 2022

Algorithmic Bias in Machine Learning Based Delirium Prediction.

[BibT_eX]

[DOI]

CoRR, 2022

Interpreting mechanism of Synergism of drug combinations using attention based hierarchical graph pooling.

[BibT_eX]

[DOI]

CoRR, 2022

Deep Learning to Jointly Schema Match, Impute, and Transform Databases.

[BibT_eX]

[DOI]

CoRR, 2022

Geodesic Graph Neural Network for Efficient Graph Representation Learning.

[BibT_eX]

[DOI]

Lecheng Kong

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

How Powerful are K-hop Message Passing Graph Neural Networks.

[BibT_eX]

[DOI]

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

A Dilated Transformer Network for Time Series Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Tools with Artificial Intelligence, 2022

Temporal-Aware QoS Prediction via Dynamic Graph Neural Collaborative Learning.

[BibT_eX]

[DOI]

Proceedings of the Service-Oriented Computing - 20th International Conference, 2022

PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

VAE-TCN hybrid model for KPI Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 23rd Asia-Pacific Network Operations and Management Symposium, 2022

2021

Minimizing the seed set cost for influence spreading with the probabilistic guarantee.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Node deletion-based algorithm for blocking maximizing on negative influence from uncertain sources.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Negative influence blocking maximization with uncertain sources under the independent cascade model.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Chaotic Deep Network for Mobile D2D Communication.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

Predicting Anticancer Drug Response With Deep Learning Constrained by Signaling Pathways.

[BibT_eX]

[DOI]

Heming Zhang

Fuhai Li

Frontiers Bioinform., 2021

A Modulation Layer to Increase Neural Network Robustness Against Data Quality Issues.

[BibT_eX]

[DOI]

CoRR, 2021

Interpretable Drug Synergy Prediction with Graph Neural Networks for Human-AI Collaboration in Healthcare.

[BibT_eX]

[DOI]

CoRR, 2021

Internet Traffic Forecasting using Temporal-Topological Graph Convolutional Networks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2021

Trend Analysis Neural Networks for Interpretable Analysis of Longitudinal Data.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

Time-Variant Graph Classification.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2020

Positive influence maximization in signed social networks under independent cascade model.

[BibT_eX]

[DOI]

Soft Comput., 2020

Liver disease screening based on densely connected deep neural networks.

[BibT_eX]

[DOI]

Neural Networks, 2020

(Un)fairness in Post-operative Complication Prediction Models.

[BibT_eX]

[DOI]

CoRR, 2020

A Random Walk Approach for Avoiding Unwanted Users in Competitive Social Network.

[BibT_eX]

[DOI]

IEEE Access, 2020

Cooperative Optimization for OFDMA Resource Allocation in Multi-RRH Millimeter-Wave CRAN.

[BibT_eX]

[DOI]

IEEE Access, 2020

Hierarchical Attention Propagation for Healthcare Representation Learning.

[BibT_eX]

[DOI]

Michael Avidan

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Attention-Based Multi-component LSTM for Internet Traffic Prediction.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Inductive Matrix Completion Based on Graph Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Explainable Software vulnerability detection based on Attention-based Bidirectional Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Postoperative Mortality Prediction with and Without the Use of Intraoperative Features.

[BibT_eX]

[DOI]

Mohamed Abdelhack

Proceedings of the AMIA 2020, 2020

2019

Learning Shapelet Patterns from Network-Based Time Series.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2019

Time series feature learning with labeled and unlabeled data.

[BibT_eX]

[DOI]

Pattern Recognit., 2019

Protocol for the Effectiveness of an Anesthesiology Control Tower System in Improving Perioperative Quality Metrics and Clinical Outcomes: the TECTONICS randomized, pragmatic trial.

[BibT_eX]

[DOI]

Thomas George Kannampallil

Joanna Abraham

TECTONICS Research Group

F1000Research, 2019

Inductive Graph Pattern Learning for Recommender Systems Based on a Graph Neural Network.

[BibT_eX]

[DOI]

CoRR, 2019

Edge Cache-Based ISP-CP Collaboration Scheme for Content Delivery Services.

[BibT_eX]

[DOI]

IEEE Access, 2019

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs.

[BibT_eX]

[DOI]

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

A Factored Generalized Additive Model for Clinical Decision Support in the Operating Room.

[BibT_eX]

[DOI]

Zhicheng Cui

Bradley A. Fritz

Michael Avidan

Proceedings of the AMIA 2019, 2019

2018

Predicting Hospital Readmission via Cost-Sensitive Deep Learning.

[BibT_eX]

[DOI]

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Applying Deep Learning to Individual and Community Health Monitoring Data: A Survey.

[BibT_eX]

[DOI]

Zhenjie Yao

Jie Bi

Int. J. Autom. Comput., 2018

Achieving data-driven actionability by combining learning and planning.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2018

Link Prediction Based on Graph Neural Networks.

[BibT_eX]

[DOI]

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

Deep Embedding Logistic Regression.

[BibT_eX]

[DOI]

Zhicheng Cui

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

ECGLens: Interactive Visual Exploration of Large Scale ECG Data for Arrhythmia Detection.

[BibT_eX]

[DOI]

Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems, 2018

An End-to-End Deep Learning Architecture for Graph Classification.

[BibT_eX]

[DOI]

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

Beyond Link Prediction: Predicting Hyperlinks in Adjacency Space.

[BibT_eX]

[DOI]

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

2017

Extracting optimal actionable plans from additive tree models.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2017

BoostGAPFILL: improving the fidelity of metabolic network reconstructions through integrated constraint and pattern-based methods.

[BibT_eX]

[DOI]

Bioinform., 2017

Weisfeiler-Lehman Neural Machine for Link Prediction.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

A novel HashedNets model based on the efficient hyperparameter optimization.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Fault analysis of multiple transmission lines based on density-based logistic regression.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Systems and Informatics, 2017

Atrial fibrillation detection by multi-scale convolutional neural networks.

[BibT_eX]

[DOI]

Zhenjie Yao

Zhiyong Zhu

Proceedings of the 20th International Conference on Information Fusion, 2017

2016

Real-Time Wireless Sensor-Actuator Networks for Industrial Cyber-Physical Systems.

[BibT_eX]

[DOI]

Proc. IEEE, 2016

Recovering Metabolic Networks using A Novel Hyperlink Prediction Method.

[BibT_eX]

[DOI]

CoRR, 2016

Extracting Actionability from Machine Learning Models by Sub-optimal Deterministic Planning.

[BibT_eX]

[DOI]

CoRR, 2016

Multi-Scale Convolutional Neural Networks for Time Series Classification.

[BibT_eX]

[DOI]

Zhicheng Cui

CoRR, 2016

WUFlux: an open-source platform for 13C metabolic flux analysis of bacterial metabolism.

[BibT_eX]

[DOI]

BMC Bioinform., 2016

Compressing Convolutional Neural Networks in the Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Maximizing Network Lifetime of WirelessHART Networks under Graph Routing.

[BibT_eX]

[DOI]

Proceedings of the First IEEE International Conference on Internet-of-Things Design and Implementation, 2016

Enhancing State Space Search for Planning by Monte-Carlo Random Walk Exploration.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2016, 2016

Link prediction using matrix factorization with bagging.

[BibT_eX]

[DOI]

Zhifeng Wu

Proceedings of the 15th IEEE/ACIS International Conference on Computer and Information Science, 2016

2015

Nonlinear Metric Learning with Kernel Density Estimation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

End-to-End Communication Delay Analysis in Industrial Wireless Networks.

[BibT_eX]

[DOI]

IEEE Trans. Computers, 2015

Compressing Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2015

A unifying learning framework for building artificial game-playing agents.

[BibT_eX]

[DOI]

David K. Levine

Ann. Math. Artif. Intell., 2015

Schedulability Analysis under Graph Routing in WirelessHART Networks.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Real-Time Systems Symposium, 2015

Optimal Action Extraction for Random Forests and Boosted Trees.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Compressing Neural Networks with the Hashing Trick.

[BibT_eX]

[DOI]

Proceedings of the 32nd International Conference on Machine Learning, 2015

Mortality Prediction in ICUs Using A Novel Time-Slicing Cox Regression Method.

[BibT_eX]

[DOI]

Proceedings of the AMIA 2015, 2015

Filtered Search for Submodular Maximization with Controllable Approximation Bounds.

[BibT_eX]

[DOI]

Proceedings of the Eighteenth International Conference on Artificial Intelligence and Statistics, 2015

A Reduction of the Elastic Net to Support Vector Machines with an Application to GPU Computing.

[BibT_eX]

[DOI]

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

2014

QoS-Aware Dynamic Composition of Web Services Using Numerical Temporal Planning.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2014

Distributed Channel Allocation Protocols for Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2014

Near optimal rate selection for wireless control systems.

[BibT_eX]

[DOI]

ACM Trans. Embed. Comput. Syst., 2014

Dynamic composition of Web services using efficient planners in large-scale service repository.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2014

Situation-aware composition and execution in dynamic environments by automated planning.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2014

Towards automated choreography of Web services using planning in large scale service repositories.

[BibT_eX]

[DOI]

Appl. Intell., 2014

Fast flux discriminant for large-scale sparse nonlinear classification.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Analysis of EDF scheduling for Wireless Sensor-Actuator Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 22nd International Symposium of Quality of Service, 2014

Identifying drug (cocaine) intake events from acute physiological response in the presence of free-living physical activity.

[BibT_eX]

[DOI]

Proceedings of the IPSN'14, 2014

Thermal Modeling for a HVAC Controlled Real-Life Auditorium.

[BibT_eX]

[DOI]

Proceedings of the IEEE 34th International Conference on Distributed Computing Systems, 2014

Feature-Cost Sensitive Learning with Submodular Trees of Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Intelligent Sensor Placement for Hot Server Detection in Data Centers.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2013

Ranking on Data Manifold with Sink Points.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

A SAT-based approach to cost-sensitive temporally expressive planning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2013

Efficient ant colony optimization for image feature selection.

[BibT_eX]

[DOI]

Bolun Chen

Signal Process., 2013

A Novel Ant Colony Optimization Based Algorithm for Identifying Gene Regulatory Elements.

[BibT_eX]

[DOI]

J. Comput., 2013

A Planning Approach to the Recognition of Multiple Goals.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2013

Decomposition techniques for optimal design-space exploration of streaming applications.

[BibT_eX]

[DOI]

Shobana Padmanabhan

Roger D. Chamberlain

Proceedings of the ACM SIGPLAN Symposium on Principles and Practice of Parallel Programming, 2013

Density-based logistic regression.

[BibT_eX]

[DOI]

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

Maximum Variance Correction with Application to A* Search.

[BibT_eX]

[DOI]

Proceedings of the 30th International Conference on Machine Learning, 2013

Kernel Density Metric Learning.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Utilizing Landmarks in Euclidean Heuristics for Optimal Planning.

[BibT_eX]

[DOI]

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

Goal-Oriented Euclidean Heuristics with Manifold Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh AAAI Conference on Artificial Intelligence, 2013

2012

Integrating Flux Balance Analysis into Kinetic Models to Decipher the Dynamic Metabolism of Shewanella oneidensis MR-1.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2012

A Dimensionality Reduction Framework for Detection of Multiscale Structure in Heterogeneous Networks.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2012

A Fast and Efficient Algorithm for Finding Frequent Items over Data Stream.

[BibT_eX]

[DOI]

J. Comput., 2012

SAS+ Planning as Satisfiability.

[BibT_eX]

[DOI]

J. Artif. Intell. Res., 2012

MicrobesFlux: a web platform for drafting metabolic models from the KEGG database.

[BibT_eX]

[DOI]

BMC Syst. Biol., 2012

Experiences with an end-to-end wireless clinical monitoring system.

[BibT_eX]

[DOI]

Proceedings of the Wireless Health 2012, 2012

An integrated data mining approach to real-time clinical monitoring and deterioration warning.

[BibT_eX]

[DOI]

Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

Submodular game for distributed application allocation in shared sensor networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE INFOCOM 2012, Orlando, FL, USA, March 25-30, 2012, 2012

Convexity in Non-convex Optimizations of Streaming Applications.

[BibT_eX]

[DOI]

Shobana Padmanabhan

Roger D. Chamberlain

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

An Efficient Algorithm for top-k Queries on Uncertain Data Streams.

[BibT_eX]

[DOI]

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Towards Automated Choreographing of Web Services Using Planning.

[BibT_eX]

[DOI]

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

2011

Sensor Placement Algorithms for Fusion-Based Surveillance Networks.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2011

A novel approach to annotating web service based on interface concept mapping and semantic expansion.

[BibT_eX]

[DOI]

Soft Comput., 2011

Recent progress in natural computation and knowledge discovery: an ICNC'09-FSKD'09 special issue.

[BibT_eX]

[DOI]

Soft Comput., 2011

Compression and aggregation of Bayesian estimates for data intensive computing.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2011

Early Deterioration Warning for Hospitalized Patients by Mining Clinical Data.

[BibT_eX]

[DOI]

Int. J. Knowl. Discov. Bioinform., 2011

Theory and Algorithms for Partial Order Based Reduction in Planning

[BibT_eX]

[DOI]

CoRR, 2011

End-to-End Delay Analysis for Fixed Priority Scheduling in WirelessHART Networks.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE Real-Time and Embedded Technology and Applications Symposium, 2011

Automatic Feature Decomposition for Single View Co-training.

[BibT_eX]

[DOI]

Minmin Chen

Proceedings of the 28th International Conference on Machine Learning, 2011

Medical Data Mining for Early Deterioration Warning in General Hospital Wards.

[BibT_eX]

[DOI]

Proceedings of the Data Mining Workshops (ICDMW), 2011

Towards Optimal Sensor Placement for Hot Server Detection in Data Centers.

[BibT_eX]

[DOI]

Proceedings of the 2011 International Conference on Distributed Computing Systems, 2011

Multiple-goal recognition based on planning.

[BibT_eX]

[DOI]

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Priority Assignment for Real-Time Flows in WirelessHART Networks.

[BibT_eX]

[DOI]

Proceedings of the 23rd Euromicro Conference on Real-Time Systems, 2011

Can Cloud Computing Be Used for Planning? An Initial Study.

[BibT_eX]

[DOI]

Proceedings of the IEEE 3rd International Conference on Cloud Computing Technology and Science, 2011

Improving context-aware query classification via adaptive self-training.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

Image Feature Selection Based on Ant Colony Optimization.

[BibT_eX]

[DOI]

Bolun Chen

Proceedings of the AI 2011: Advances in Artificial Intelligence, 2011

Optimal design-space exploration of streaming applications.

[BibT_eX]

[DOI]

Shobana Padmanabhan

Roger D. Chamberlain

Proceedings of the 22nd IEEE International Conference on Application-specific Systems, 2011

2010

Preface to special issue on applications of automated planning.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2010

Modeling radiation-induced lung injury risk with an ensemble of support vector machines.

[BibT_eX]

[DOI]

Neurocomputing, 2010

Extended duality for nonlinear programming.

[BibT_eX]

[DOI]

Minmin Chen

Comput. Optim. Appl., 2010

Real-Time Scheduling for WirelessHART Networks.

[BibT_eX]

[DOI]

Proceedings of the 31st IEEE Real-Time Systems Symposium, 2010

Near optimal multi-application allocation in shared sensor networks.

[BibT_eX]

[DOI]

Sangeeta Bhattacharya

Proceedings of the 11th ACM Interational Symposium on Mobile Ad Hoc Networking and Computing, 2010

A Novel Transition Based Encoding Scheme for Planning as Satisfiability.

[BibT_eX]

[DOI]

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

2009

Compression and Aggregation for Logistic Regression Analysis in Data Cubes.

[BibT_eX]

[DOI]

Ruibin Xi

Nan Lin

IEEE Trans. Knowl. Data Eng., 2009

Stream data clustering based on grid density and attraction.

[BibT_eX]

[DOI]

ACM Trans. Knowl. Discov. Data, 2009

Generalized Latent Class Analysis Based on Model Dominance Theory.

[BibT_eX]

[DOI]

Dong Hua

Fang Liu

Int. J. Artif. Intell. Tools, 2009

Long-distance mutual exclusion for planning.

[BibT_eX]

[DOI]

Artif. Intell., 2009

Constrained optimization for validation-guided conditional random field learning.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Completeness and Optimality Preserving Reduction for Planning.

[BibT_eX]

[DOI]

Guohui Yao

Proceedings of the IJCAI 2009, 2009

Stratified Planning.

[BibT_eX]

[DOI]

You Xu

Guohui Yao

Proceedings of the IJCAI 2009, 2009

Gradient-Based Feature Selection for Conditional Random Fields and its Applications in Computational Genetics.

[BibT_eX]

[DOI]

Proceedings of the ICTAI 2009, 2009

Improving Clinical Relevance in Ensemble Support Vector Machine Models of Radiation Pneumonitis Risk.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2009

An Optimal Temporally Expressive Planner: Initial Results and Application to P2P Network Optimization.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Automated Planning and Scheduling, 2009

2008

Fast Sensor Placement Algorithms for Fusion-Based Target Detection.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE Real-Time Systems Symposium, 2008

Dominance of Bayesian Networks and Efficient Learning of Generalized Latent Class Models.

[BibT_eX]

[DOI]

Dong Hua

Fang Liu

Proceedings of the 20th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2008), 2008

Convergence of Ant Colony Optimization on First-order Deceptive Systems.

[BibT_eX]

[DOI]

Haiying Sun

Proceedings of the 2008 IEEE International Conference on Granular Computing, 2008

Fast Planning by Search in Domain Transition Graph.

[BibT_eX]

[DOI]

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

CRF-OPT: An Efficient High-Quality Conditional Random Field Solver.

[BibT_eX]

[DOI]

Minmin Chen

Michael R. Brent

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

2007

Multi-Dimensional Analysis of Data Streams Using Stream Cubes.

[BibT_eX]

[DOI]

Proceedings of the Data Streams - Models and Algorithms, 2007

Simulated annealing with asymptotic convergence for nonlinear constrained optimization.

[BibT_eX]

[DOI]

Tao Wang

J. Glob. Optim., 2007

Subgoal Ordering and Granularity Control for Incremental Planning.

[BibT_eX]

[DOI]

Chih-Wei Hsu

Int. J. Artif. Intell. Tools, 2007

Density-based clustering for real-time stream data.

[BibT_eX]

[DOI]

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Constraint Partitioning for Solving Planning Problems with Trajectory Constraints and Goal Preferences.

[BibT_eX]

[DOI]

Proceedings of the IJCAI 2007, 2007

Long-Distance Mutual Exclusion for Propositional Planning.

[BibT_eX]

[DOI]

Zhao Xing

Proceedings of the IJCAI 2007, 2007

PHC: A Rapid Parallel Hierarchical Cubing Algorithm on High Dimensional OLAP.

[BibT_eX]

[DOI]

Kongfa Hu

Proceedings of the Algorithms and Architectures for Parallel Processing, 2007

2006

Regression Cubes with Lossless Compression and Aggregation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2006

Temporal Planning using Subgoal Partitioning and Resolution in SGPlan.

[BibT_eX]

[DOI]

Chih-Wei Hsu

J. Artif. Intell. Res., 2006

An improved ant colony algorithm with diversified solutions based on the immune strategy.

[BibT_eX]

[DOI]

BMC Bioinform., 2006

A novel approach to phylogenetic tree construction using stochastic optimization and clustering.

[BibT_eX]

[DOI]

BMC Bioinform., 2006

A fast parallel algorithm for finding the longest common sequence of multiple biosequences.

[BibT_eX]

[DOI]

Andrew Wan

Wei Liu

BMC Bioinform., 2006

Constraint partitioning in penalty formulations for solving temporal planning problems.

[BibT_eX]

[DOI]

Artif. Intell., 2006

A New Optimization Algorithm Based on Ant Colony System with Density Control Strategy.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

Solving Constrained Nonlinear Optimization Problems Through Constraint Partitioning.

[BibT_eX]

[DOI]

Proceedings of the International Symposium on Artificial Intelligence and Mathematics, 2006

A New Way of Solving Multiple Constrained QoS Multi-routing Problems.

[BibT_eX]

[DOI]

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

Diversity Guaranteed Ant Colony Algorithm Based on Immune Strategy.

[BibT_eX]

[DOI]

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

A Fast Parallel Longest Common Subsequence Algorithm Based on Pruning Rules.

[BibT_eX]

[DOI]

Proceedings of the Interdisciplinary and Multidisciplinary Research in Computer Science, 2006

Constrained Global Optimization by Constraint Partitioning and Simulated Annealing.

[BibT_eX]

[DOI]

Andrew Wan

Proceedings of the 18th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2006), 2006

Multiple Sequence Alignment by Ant Colony Optimization and Divide-and-Conquer.

[BibT_eX]

[DOI]

Proceedings of the Computational Science, 2006

An improved ant colony algorithm with biological characteristics.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

Parallel ant colony algorithm for mining classification rules.

[BibT_eX]

[DOI]

Proceedings of the 2006 IEEE International Conference on Granular Computing, 2006

An Efficient Hybrid Strategy for Temporal Planning.

[BibT_eX]

[DOI]

Zhao Xing

Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2006

Optimal STRIPS Planning by Maximum Satisfiability and Accumulative Learning.

[BibT_eX]

[DOI]

Zhao Xing

Proceedings of the Sixteenth International Conference on Automated Planning and Scheduling, 2006

Partitioned optimization algorithms for multiple sequence alignment.

[BibT_eX]

[DOI]

Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), 2006

2005

Solving Nonlinear Constrained Optimization Problems Through Constraint Partitioning

[BibT_eX]

[DOI]

PhD thesis, 2005

Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams.

[BibT_eX]

[DOI]

Distributed Parallel Databases, 2005

Subgoal Ordering and Granularity Control for Incremental Planning.

[BibT_eX]

[DOI]

Chih-Wei Hsu

Proceedings of the 17th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2005), 2005

An Ant Clustering Method for a Dynamic Database.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning and Cybernetics, 2005

Solving Large-Scale Nonlinear Programming Problems by Constraint Partitioning.

[BibT_eX]

[DOI]

Proceedings of the Principles and Practice of Constraint Programming, 2005

2004

A Fast Efficient Parallel Hough Transform Algorithm on LARPBS.

[BibT_eX]

[DOI]

J. Supercomput., 2004

Subgoal Partitioning and Global Search for Solving Temporal Planning Problems in Mixed Space.

[BibT_eX]

[DOI]

Int. J. Artif. Intell. Tools, 2004

Efficient Parallel Algorithms for Euclidean Distance Transform.

[BibT_eX]

[DOI]

Comput. J., 2004

A Novel Ant Clustering Algorithm Based on Cellular Automata.

[BibT_eX]

[DOI]

Proceedings of the 2004 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT 2004), 2004

A4C: an adaptive artificial ants clustering algorithm.

[BibT_eX]

[DOI]

Xiao-hua Xu

Proceedings of the 2004 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2004

2003

Hybrid Evolutionary And Annealing Algorithms For Nonlinear Discrete Constrained Optimization.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Appl., 2003

Step-by-Step Regression: A More Efficient Alternative for Polynomial Multiple Linear Regression in Stream Cube.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2003

Partitioning of Temporal Planning Problems in Mixed Space Using the Theory of Extended Saddle Points.

[BibT_eX]

[DOI]

Proceedings of the 15th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2003), 2003

Automated Planning and Scheduling using Calculus of Variations in Discrete Space.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Automated Planning and Scheduling (ICAPS 2003), 2003

2002

Multi-Dimensional Regression Analysis of Time-Series Data Streams.

[BibT_eX]

[DOI]

Proceedings of 28th International Conference on Very Large Data Bases, 2002

Calculus of Variations in Discrete Space for Constrained Nonlinear Dynamic Optimization.

[BibT_eX]

[DOI]

Proceedings of the 14th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2002), 2002

Online Analytical Processing Stream Data: Is It Feasible?

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery, 2002

2001

Hybrid constrained simulated annealing and genetic algorithms for nonlinear constrained optimization.

[BibT_eX]

[DOI]

Proceedings of the 2001 Congress on Evolutionary Computation, 2001

2000

Constrained genetic algorithms and their applications in nonlinear constrained optimization.

[BibT_eX]

[DOI]

Yi-Xin Chen

Proceedings of the 12th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2000), 2000

Optimal Anytime Constrained Simulated Annealing for Constrained Global Optimization.

[BibT_eX]

[DOI]