Xiaowei Xu

Roshith Raghavan

Proceedings of the 15th International Conference on Agents and Artificial Intelligence, 2023

An Effective Model for Drug-Drug Interactions Prediction in Cold-start Scenario via Counterfactual Data Augmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Effective Drug Repositioning with a Novel Negative Sample Selection Algorithm.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Counterfactual Inference-based Data Augmentation for Drug-side effect Associations Prediction.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Evolving Metric Learning for Incremental and Decremental Features.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

DeepCausality: A general AI-powered causal inference framework for free text: A case study of LiverTox.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2022

EmBoost: Embedding Boosting to Learn Multilevel Abstract Text Representation for Document Retrieval.

[BibT_eX]

[DOI]

Roshith Raghavan

Proceedings of the 14th International Conference on Agents and Artificial Intelligence, 2022

2021

Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Correction to: MRI enhancement based on visual-attention by adaptive contrast adjustment and image fusion.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

MRI enhancement based on visual-attention by adaptive contrast adjustment and image fusion.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2021

An effective framework for semistructured document classification via hierarchical attention model.

[BibT_eX]

[DOI]

Int. J. Intell. Syst., 2021

InferBERT: A Transformer-Based Causal Inference Framework for Enhancing Pharmacovigilance.

[BibT_eX]

[DOI]

Frontiers Artif. Intell., 2021

2020

DLI-IT: a deep learning approach to drug label identification through image and text embedding.

[BibT_eX]

[DOI]

BMC Medical Informatics Decis. Mak., 2020

ColluEagle: collusive review spammer detection using Markov random fields.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 2020

Evolving Metric Learning for Incremental and Decremental Features.

[BibT_eX]

[DOI]

CoRR, 2020

Text Embeddings for Retrieval from a Large Knowledge Base.

[BibT_eX]

[DOI]

Christian Szegedy

Proceedings of the Research Challenges in Information Science, 2020

CSCL: Critical Semantic-Consistent Learning for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

What Can Be Transferred: Unsupervised Domain Adaptation for Endoscopic Lesions Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Joint Household Characteristic Prediction via Smart Meter Data.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2019

Lifelong Metric Learning.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Anomaly detection via adaptive greedy model.

[BibT_eX]

[DOI]

Neurocomputing, 2019

MRNN: A Multi-Resolution Neural Network with Duplex Attention for Document Retrieval in the Context of Question Answering.

[BibT_eX]

[DOI]

CoRR, 2019

A Multi-Resolution Word Embedding for Document Retrieval from Large Unstructured Knowledge Bases.

[BibT_eX]

[DOI]

CoRR, 2019

A hybrid temporal association rules mining method for traffic congestion prediction.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2019

Hierarchical-Document-Structure-Aware Attention with Adaptive Cost Sensitive Learning for Biomedical Document Classification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Graph-based review spammer group detection.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2018

GSLDA: LDA-based group spamming detection in product reviews.

[BibT_eX]

[DOI]

Zhuo Wang

Songmin Gu

Appl. Intell., 2018

Online Low-Rank Metric Learning via Parallel Coordinate Descent Method.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Pattern Recognition, 2018

Clustered Lifelong Learning Via Representative Task Selection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

Active Lifelong Learning With "Watchdog".

[BibT_eX]

[DOI]

Gan Sun

Yang Cong

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

2017

DBSCAN Revisited, Revisited: Why and How You Should (Still) Use DBSCAN.

[BibT_eX]

[DOI]

ACM Trans. Database Syst., 2017

Lifelong Metric Learning.

[BibT_eX]

[DOI]

CoRR, 2017

AnySCAN: An Efficient Anytime Framework with Active Learning for Large-Scale Network Clustering.

[BibT_eX]

[DOI]

Gang Chen

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

2016

Discovering Multiple Social Ties for Characterization of Individuals in Online Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Third European Network Intelligence Conference, 2016

2014

Mining hidden knowledge for drug safety assessment: topic modeling of LiverTox as a case study.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

A phenome-guided drug repositioning through a latent variable model.

[BibT_eX]

[DOI]

BMC Bioinform., 2014

2013

A systems approach for analysis of high content screening assay data with topic modeling.

[BibT_eX]

[DOI]

BMC Bioinform., 2013

Fast Information Retrieval and Social Network Mining via Cosine Similarity Upper Bound.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Social Computing, SocialCom 2013, 2013

A study on Twitter user-follower network: a network based analysis.

[BibT_eX]

[DOI]

Martha VenkataSwamy

Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

PSCAN: A Parallel Structural Clustering Algorithm for Big Networks in MapReduce.

[BibT_eX]

[DOI]

Venkata Swamy Martha

Proceedings of the 27th IEEE International Conference on Advanced Information Networking and Applications, 2013

h-MapReduce: A Framework for Workload Balancing in MapReduce.

[BibT_eX]

[DOI]

Venkata Swamy Martha

Proceedings of the 27th IEEE International Conference on Advanced Information Networking and Applications, 2013

2012

A study of homophily on social media.

[BibT_eX]

[DOI]

Halil Bisgin

World Wide Web, 2012

Investigating drug repositioning opportunities in FDA drug labels through topic modeling.

[BibT_eX]

[DOI]

BMC Bioinform., 2012

NMiner: A System for Finding Related Entities by Mining a Bimodal Network.

[BibT_eX]

[DOI]

Proceedings of the Information Retrieval Technology, 2012

2011

Social computational systems.

[BibT_eX]

[DOI]

J. Comput. Sci., 2011

Constructing a robust protein-protein interaction network by integrating multiple public databases.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

Mining FDA drug labels using an unsupervised learning technique - topic modeling.

[BibT_eX]

[DOI]

BMC Bioinform., 2011

UALR at TREC 2011 Entity Track.

[BibT_eX]

[DOI]

Proceedings of The Twentieth Text REtrieval Conference, 2011

Mining fetal magnetocardiogram data for high-risk fetuses.

[BibT_eX]

[DOI]

Dallas Snider

Proceedings of the 2011 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2011

2010

Investigating Homophily in Online Social Networks.

[BibT_eX]

[DOI]

Halil Bisgin

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

Does Similarity Breed Connection? - An Investigation in Blogcatalog and Last.fm Communities.

[BibT_eX]

[DOI]

Halil Bisgin

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

2009

AHSCAN: Agglomerative Hierarchical Structural Clustering Algorithm for Networks.

[BibT_eX]

[DOI]

Mutlu Mete

Proceedings of the 2009 International Conference on Advances in Social Network Analysis and Mining, 2009

2008

A structural approach for finding functional modules from large biological networks.

[BibT_eX]

[DOI]

BMC Bioinform., 2008

On Structural Analysis of Large Networks.

[BibT_eX]

[DOI]

Proceedings of the 41st Hawaii International International Conference on Systems Science (HICSS-41 2008), 2008

Supporting Keyword Queries on Structured Databases with Limited Search Interfaces.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2008

2007

Automatic delineation of malignancy in histopathological head and neck slides.

[BibT_eX]

[DOI]

BMC Bioinform., 2007

SCAN: a structural clustering algorithm for networks.

[BibT_eX]

[DOI]

Zhidan Feng

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

A Divisive Hierarchical Structural Clustering Algorithm for Networks.

[BibT_eX]

[DOI]

Mutlu Mete

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

A Novel Similarity-Based Modularity Function for Graph Partitioning.

[BibT_eX]

[DOI]

Zhidan Feng

Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

A Machine Learning Approach for Identification of Head and Neck Squamous Cell Carcinoma.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2007

2006

UALR at TREC: Blog Track.

[BibT_eX]

[DOI]

Hemant Joshi

Coskun Bayrak

Proceedings of the Fifteenth Text REtrieval Conference, 2006

Head and Neck Cancer Detection in Histopathological Slides.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

2005

Mining concept associations for knowledge discovery in large textual databases.

[BibT_eX]

[DOI]

Mutlu Mete

Proceedings of the 2005 ACM Symposium on Applied Computing (SAC), 2005

2004

Probabilistic Memory-Based Collaborative Filtering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2004

2003

Feature Weighting and Instance Selection for Collaborative Filtering: An Information-Theoretic Approach*.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2003

Representative Sampling for Text Classification Using Support Vector Machines.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2003

A Hybrid Relevance-Feedback Approach to Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Advances in Information Retrieval, 2003

2002

Correlation-Based Web Document Clustering for Adaptive Web Interface Design.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2002

Instance Selection Techniques for Memory-based Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the Second SIAM International Conference on Data Mining, 2002

Frequent term-based text clustering.

[BibT_eX]

[DOI]

Florian Beil

Martin Ester

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

Removing redundancy and inconsistency in memory-based collaborative filtering.

[BibT_eX]

[DOI]

Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, 2002

2001

Correlation-based Document Clustering using Web Logs.

[BibT_eX]

[DOI]

Proceedings of the 34th Annual Hawaii International Conference on System Sciences (HICSS-34), 2001

Feature Weighting Methods for Improving the Accuracy of Collaborative Filtering (Invited Address).

[BibT_eX]

[DOI]

Proceedings of the 12th International Workshop on Database and Expert Systems Applications (DEXA 2001), 2001

Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering.

[BibT_eX]

[DOI]

Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

2000

Optimal Multidimensional Query Processing Using Tree Striping.

[BibT_eX]

[DOI]

Proceedings of the Data Warehousing and Knowledge Discovery, 2000

1999

Efficient clustering for knowledge discovery in spatial databases.

[BibT_eX]

[DOI]

PhD thesis, 1999

A Fast Parallel Clustering Algorithm for Large Spatial Databases.

[BibT_eX]

[DOI]

Jochen Jäger

Hans-Peter Kriegel

Data Min. Knowl. Discov., 1999

Clustering-regression-ordering steps for knowledge discovery in spatial databases.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference Neural Networks, 1999

1998

Clustering for Mining in Large Spatial Databases.

[BibT_eX]

Künstliche Intell., 1998

Density-Based Clustering in Spatial Databases: The Algorithm GDBSCAN and Its Applications.

[BibT_eX]

[DOI]

Data Min. Knowl. Discov., 1998

Incremental Clustering for Mining in a Data Warehousing Environment.

[BibT_eX]

[DOI]

Proceedings of the VLDB'98, 1998

A Distribution-Based Clustering Algorithm for Mining in Large Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Fourteenth International Conference on Data Engineering, 1998

1997

Density-Connected Sets and their Application for Trend Detection in Spatial Databases.

[BibT_eX]

[DOI]

Proceedings of the Third International Conference on Knowledge Discovery and Data Mining (KDD-97), 1997

1996

A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.

[BibT_eX]

[DOI]

Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1995

Knowledge Discovery in Large Spatial Databases: Focusing Techniques for Efficient Class Identification.

[BibT_eX]

[DOI]

Martin Ester

Hans-Peter Kriegel

Proceedings of the Advances in Spatial Databases, 1995

A Database Interface for Clustering in Large Spatial Databases.

[BibT_eX]

[DOI]

Martin Ester

Hans-Peter Kriegel