Huiping Cao

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 34

Top Topics

Multivariate Time Series

Unconstrained Optimization Problems

Nonlinear Equations

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Jiefei Liu, Derek W. Bailey, Huiping Cao, Tran Cao Son, Colin Tobin
Development of a Novel Classification Approach for Cow Behavior Analysis Using Tracking Data and Unsupervised Machine Learning Techniques. Sensors 24 (13) (2024)
Trung Hoang Le, Huiping Cao, Tran Cao Son
ASPER: Answer Set Programming Enhanced Neural Network Models for Joint Entity-Relation Extraction. CoRR (2023)
Trung Hoang Le, Huiping Cao, Tran Cao Son
ASPER: Answer Set Programming Enhanced Neural Network Models for Joint Entity-Relation Extraction. Theory Pract. Log. Program. 23 (4) (2023)
Pratyay Kumar, Jiefei Liu, Abu Saleh Md Tayeen, Satyajayant Misra, Huiping Cao, Jayashree Harikumar, Oscar Perez
FLNET2023: Realistic Network Intrusion Detection Dataset for Federated Learning. MILCOM (2023)
Abu Saleh Md Tayeen, Satyajayant Misra, Huiping Cao, Jayashree Harikumar
CAFNet: Compressed Autoencoder-based Federated Network for Anomaly Detection. MILCOM (2023)
Jiefei Liu, Huiping Cao, Abu Saleh Md Tayeen, Satyajayant Misra, Pratyay Kumar, Jayashree Harikumar
Multi-Model-Based Federated Learning to Overcome Local Class Imbalance Issues. ICMLA (2023)
Huiping Cao, Xiaomin An, Jing Han
Solving nonlinear equations with a direct Broyden method and its acceleration. J. Appl. Math. Comput. 69 (2) (2023)
Qixu Gong, Huiping Cao
Backbone Index to Support Skyline Path Queries over Multi-cost Road Networks. EDBT (2022)
Rafael Baez Ramirez, Sanuj Kumar, Tuan M. V. Le, Huiping Cao
Focused Stochastic Neighbor Embedding for Better Preserving Points of Interest. BDCAT (2022)
Edgar Eduardo Ceh-Varela, Huiping Cao, Hady W. Lauw
Performance Evaluation of Aggregation-based Group Recommender Systems for Ephemeral Groups. ACM Trans. Intell. Syst. Technol. 13 (6) (2022)
Yifan Hao, Huiping Cao, K. Selcuk Candan, Jiefei Liu, Huiying Chen, Ziwei Ma
Class-Specific Attention (CSA) for Time-Series Classification. CoRR (2022)
Huiping Cao, Jing Han
A Class of Sparse Direct Broyden Method for Solving Sparse Nonlinear Equations. Symmetry 14 (8) (2022)
Daniele Cafolla, Francesco Calimeri, Huiping Cao, Matteo Russo, Dominique Sappey-Marinier, Paolo Zaffino
Editorial: Hot topic: Reducing operating times and complication rates through robot-assisted surgery. Frontiers Robotics AI 9 (2022)
Daniele Cafolla, Francesco Calimeri, Huiping Cao, Matteo Russo, Dominique Sappey-Marinier, Paolo Zaffino
Editorial: Hot topic: Reducing operating times and complication rates through robot-assisted surgery. Future Internet 9 (2022)
Edgar Eduardo Ceh-Varela, Huiping Cao, Tuan M. V. Le
Multi-criteria and Review-Based Overall Rating Prediction. PAKDD (2) (2021)
Huiping Cao, Xiaomin An
A Sparse Quasi-Newton Method Based on Automatic Differentiation for Solving Unconstrained Optimization Problems. Symmetry 13 (11) (2021)
Erick Draayer, Huiping Cao, Yifan Hao
Reevaluating the Change Point Detection Problem with Segment-based Bayesian Online Detection. CIKM (2021)
Yifan Hao, Huiping Cao, Abdullah Mueen, Sukumar Brahma
Identify Significant Phenomenon-Specific Variables for Multivariate Time Series. IEEE Trans. Knowl. Data Eng. 33 (3) (2021)
Qixu Gong, Jiefei Liu, Huiping Cao
CSQ System: A System to Support Constrained Skyline Queries on Transportation Networks. ICDE (2020)
Edgar Eduardo Ceh-Varela, Huiping Cao
Recommending novel and relevant reviews to expand users' knowledge about a product. WI/IAT (2020)
Yifan Hao, Huiping Cao
A New Attention Mechanism to Classify Multivariate Time Series. IJCAI (2020)
Yifan Hao, Huiping Cao, Erick Draayer
CNN Approaches to Classify Multivariate Time Series Using Class-specific Features. SMDS (2020)
Edgar Eduardo Ceh-Varela, Huiping Cao
Recommending Packages of Multi-Criteria Items to Groups. ICWS (2019)
Qixu Gong, Huiping Cao, Parth Nagarkar
Skyline Queries Constrained by Multi-cost Transportation Networks. ICDE (2019)
Hong Gao, Huiping Cao, Yuansheng Yang
. Ars Comb. 136 (2018)
Hong Gao, Huiping Cao, Yuansheng Yang
On the total signed domination number of the Cartesian product of paths. Contributions Discret. Math. 12 (2) (2017)
Chuan Hu, Huiping Cao, Qixu Gong
Sub-Gibbs Sampling: A New Strategy for Inferring LDA. ICDM (2017)
Huiping Cao, Dong-Hui Li
Partitioned quasi-Newton methods for sparse nonlinear equations. Comput. Optim. Appl. 66 (3) (2017)
Milan Biswal, Yifan Hao, Phillip Chen, Sukumar Brahma, Huiping Cao, Phillip L. De Leon
Signal features for classification of power system disturbances using PMU data. PSCC (2016)
Chuan Hu, Huiping Cao
Aspect-Level Influence Discovery from Graphs. IEEE Trans. Knowl. Data Eng. 28 (7) (2016)
Phani Harsha Gadde, Milan Biswal, Sukumar Brahma, Huiping Cao
Efficient Compression of PMU Data in WAMS. IEEE Trans. Smart Grid 7 (5) (2016)
Francisco Natividad, Russell Y. Folk, William Yeoh, Huiping Cao
On the Use of Off-the-Shelf Machine Learning Techniques to Predict Energy Demands of Power TAC Consumers. AMEC/TADA (2016)
James Obert, Inna Pivkina, Hong Huang, Huiping Cao
Proactively applied encryption in multipath networks. Comput. Secur. 58 (2016)
Huiping Cao, Lan Yao
A partitioned PSB method for partially separable unconstrained optimization problems. Appl. Math. Comput. 290 (2016)
Linjun Wang, Huiping Cao, Xu Han, Jie Liu, Youxiang Xie
An efficient conjugate gradient method and application to dynamic force reconstruction. J. Comput. Sci. 8 (2015)
Chuan Hu, Huiping Cao
Discovering time-evolving influence from dynamic heterogeneous graphs. IEEE BigData (2015)
Yifan Hao, Huiping Cao, Yan Qi, Chuan Hu, Sukumar Brahma, Jingyu Han
Efficient keyword search on graphs using MapReduce. IEEE BigData (2015)
Jingyu Han, Ke-Jia Chen, Zhiming Ding, Huiping Cao
An efficient location reporting and indexing framework for urban road moving objects. Distributed Parallel Databases 32 (2) (2014)
James Obert, Inna Pivkina, Hong Huang, Huiping Cao
Dynamically Differentiated Multipath Security in Fixed Bandwidth Networks. MILCOM (2014)
Chuan Hu, Huiping Cao, Chaomin Ke
Detecting Influence Relationships from Graphs. SDM (2014)
Yifan Hao, Huiping Cao, Chuan Hu, Kabi Bhattarai, Satyajayant Misra
-anonymity for social networks containing rich structural and textual information. Soc. Netw. Anal. Min. 4 (1) (2014)
Yifan Hao, Huiping Cao, Kabi Bhattarai, Satyajayant Misra
STK-anonymity: k-anonymity of social networks containing both structural and textual information. DBSocial (2013)
James Obert, Huiping Cao
Determination of Multipath Security Using Efficient Pattern Matching. CoRR (2013)
Huiping Cao, Shawn Bowers, Mark P. Schildhauer
Database Support for Enabling Data-Discovery Queries over Semantically-Annotated Observational Data. Trans. Large Scale Data Knowl. Centered Syst. 6 (2012)
Yangpai Liu, Huiping Cao, Yifan Hao, Peng Han, Xinda Zeng
Discovering Context-aware Influential Objects. SDM (2012)
Huiping Cao, Shawn Bowers, Mark P. Schildhauer
Approaches for Semantically Annotating and Discovering Scientific Observational Data. DEXA (1) (2011)
Huiping Cao, K. Selçuk Candan, Maria Luisa Sapino
Skynets: searching for minimum trees in graphs with incomparable edge weights. CIKM (2011)
Huiping Cao, Yan Qi, K. Selçuk Candan, Maria Luisa Sapino
Feedback-driven result ranking and query refinement for exploring semi-structured data collections. EDBT (2010)
Shawn Bowers, Jay Kudo, Huiping Cao, Mark P. Schildhauer
ObsDB: A System for Uniformly Storing and Querying Heterogeneous Observational Data. eScience (2010)
Shawn Bowers, Huiping Cao, Mark Schildhauer, Matthew B. Jones, Ben Leinfelder, Margaret O'Brien
A semantic annotation framework for retrieving and analyzing observational datasets. ESAIR (2010)
Huiping Cao, Yan Qi, K. Selçuk Candan, Maria Luisa Sapino
Exploring path query results through relevance feedback. CIKM (2009)
K. Selçuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino
AlphaSum: size-constrained table summarization using value lattices. EDBT (2009)
K. Selçuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino
System support for exploration and expert feedback in resolving conflicts during integration of metadata. VLDB J. 17 (6) (2008)
K. Selçuk Candan, Huiping Cao, Yan Qi, Maria Luisa Sapino
Table summarization with the help of domain lattices. CIKM (2008)
Huiping Cao, Nikos Mamoulis, David W. Cheung
Discovery of Periodic Patterns in Spatiotemporal Sequences. IEEE Trans. Knowl. Data Eng. 19 (4) (2007)
Huiping Cao, Nikos Mamoulis, David W. Cheung
Discovery of Collocation Episodes in Spatiotemporal Data. ICDM (2006)
Huiping Cao, Nikos Mamoulis, David W. Cheung
Mining Frequent Spatio-Temporal Sequential Patterns. ICDM (2005)
Huiping Cao, David W. Cheung, Nikos Mamoulis
Discovering Partial Periodic Patterns in Discrete Data Sequences. PAKDD (2004)
Nikos Mamoulis, Huiping Cao, George Kollios, Marios Hadjieleftheriou, Yufei Tao, David W. Cheung
Mining, indexing, and querying historical spatiotemporal data. KDD (2004)
Yutao Shou, Nikos Mamoulis, Huiping Cao, Dimitris Papadias, David W. Cheung
Evaluation of Iceberg Distance Joins. SSTD (2003)
Huiping Cao, Shan Wang, Lingwei Li
Location dependent query in a mobile environment. Inf. Sci. 154 (1-2) (2003)