Victor W. Chu

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

2022

Hybrid Variational Autoencoder for Recommender Systems.

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ACM Trans. Knowl. Discov. Data, 2022

2021

Dynamic swarm class rebalancing for the process mining of rare events.

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Kelvin Kian Loong Wong

J. Supercomput., 2021

Multi-task learning by hierarchical Dirichlet mixture model for sparse failure prediction.

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Int. J. Data Sci. Anal., 2021

Anchoring-and-Adjustment to Improve the Quality of Significant Features.

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Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

Maximizing Explainability with SF-Lasso and Selective Inference for Video and Picture Ads.

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Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

Curvilinear Collaborative Metric Learning with Macro-micro Attentions.

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Proceedings of the International Joint Conference on Neural Networks, 2021

2020

Hybrid Learning with Teacher-student Knowledge Distillation for Recommenders.

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Proceedings of the 20th International Conference on Data Mining Workshops, 2020

2019

Enhancing portfolio return based on sentiment-of-topic.

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Data Knowl. Eng., 2019

Short-Term Memory Variational Autoencoder for Collaborative Filtering.

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Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Classifier Learning from Imbalanced Corpus by Autoencoded Over-Sampling.

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Eunkyung Park

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

Multitask Learning for Sparse Failure Prediction.

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[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2019

Helpfulness-Aware Matrix Factorization for Cross-Category Service Recommendations.

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Proceedings of the 2019 IEEE International Conference on Services Computing, 2019

2018

Adaptive multi-objective swarm fusion for imbalanced data classification.

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Inf. Fusion, 2018

Extreme Topic Model for Market eAlert Service.

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Proceedings of the 2018 IEEE International Conference on Services Computing, 2018

2017

Emerging Service Orchestration Discovery and Monitoring.

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IEEE Trans. Serv. Comput., 2017

The design of a cloud-based tracker platform based on system-of-systems service architecture.

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Inf. Syst. Frontiers, 2017

Rare Event Prediction Using Similarity Majority Under-Sampling Technique.

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Proceedings of the Soft Computing in Data Science - Third International Conference, 2017

A Multivariate Clustering Approach for Infrastructure Failure Predictions.

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Proceedings of the 2017 IEEE International Congress on Big Data, 2017

Prediction-as-a-Service for Meme Popularity.

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Proceedings of the 2017 IEEE International Conference on Services Computing, 2017

2016

Self-regularized causal structure discovery for trajectory-based networks.

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J. Comput. Syst. Sci., 2016

Enhancing portfolio return based on market-sentiment linked topics.

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Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Interrelationships of Service Orchestrations.

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[DOI]

Proceedings of the Advanced Data Mining and Applications - 12th International Conference, 2016

Market-sentiment boosted predictions on multi-type time-series.

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Proceedings of the Australasian Computer Science Week Multiconference, 2016

Service Selection Based on Dynamic QoS Networks.

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Proceedings of the IEEE International Conference on Services Computing, 2016

2015

Web Service Recommendations Based on Time-Aware Bayesian Networks.

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Proceedings of the 2015 IEEE International Congress on Big Data, New York City, NY, USA, June 27, 2015

2014

Online role mining for context-aware mobile service recommendation.

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[DOI]

Tianyong Hao

Pers. Ubiquitous Comput., 2014

Web Service Orchestration Topic Mining.

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Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Causal Structure Discovery for Spatio-temporal Data.

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Proceedings of the Database Systems for Advanced Applications, 2014

Microblog Topic Contagiousness Measurement and Emerging Outbreak Monitoring.

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Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

Traffic Analysis as a Service via a Unified Model.

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Proceedings of the IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27, 2014

2013

Online Role Mining without Over-Fitting for Service Recommendation.

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[DOI]

Chi-Hung Chi

Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

A Bandwidth-Conscious Caching Scheme for Mobile Devices.

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[DOI]

Badari N. Thyamagondlu

Proceedings of the IEEE International Congress on Big Data, 2013

Context-Aware Service Recommendation on High Performance Cluster.

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[DOI]

Zhiwei Yu

Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

Service Discovery Based on Objective and Subjective Measures.

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Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012

Over-Fitting and Error Detection for Online Role Mining.

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