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Publications of Ian Davidson Ian N. Davidson ( http://dblp.L3S.de/Authors/Ian_Davidson )

URL (Homepage):  http://www.cs.ucdavis.edu/~davidson/  Author page on DBLP  Author page in RDF  Community of Ian Davidson in ASPL-2

Publication years (Num. hits)
1985-2005 (17) 2006-2009 (19) 2010-2012 (18) 2013 (15) 2014-2015 (19) 2016-2017 (18) 2018-2019 (18)
Publication types (Num. hits)
article(30) incollection(2) inproceedings(92)
Venues (Conferences, Journals, ...)
KDD(21) ICDM(15) CoRR(12) AAAI(11) SDM(11) Data Min. Knowl. Discov.(6) IJCAI(4) CIKM(3) PKDD(3) FLAIRS Conference(2) ICML(2) ISAIM(2) SBP(2) TKDD(2) Artif. Intell.(1) BNAIC/BENELEARN(1) More (+10 of total 42)
GrowBag graphs for keyword ? (Num. hits/coverage)

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The graphs summarize 28 occurrences of 19 keywords

Results
Found 125 publication records. Showing 124 according to the selection in the facets
Hits ? Authors Title Venue Year Link Author keywords
1Yue Wu, Leman Akoglu, Ian Davidson Coverage-based Outlier Explanation. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Hongjing Zhang, Sugato Basu, Ian Davidson Deep Constrained Clustering - Algorithms and Advances. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Bokun Wang, Ian Davidson Towards Fair Deep Clustering With Multi-State Protected Variables. Search on Bibsonomy CoRR The full citation details ... 2019 DBLP  BibTeX  RDF
1Jeremiah T. Folsom-Kovarik, Behrooz Mostafavi, Robert A. Sottilare, Ian Davidson, Ray Perez, Peter B. Walker Approaches to Enhancing Transfer of Training using Adaptive Instructional Systems. Search on Bibsonomy SoftCOM The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ian Davidson, Peter B. Walker Towards Fluid Machine Intelligence: Can We Make a Gifted AI? Search on Bibsonomy AAAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus Generic Constraint-Based Block Modeling Using Constraint Programming. Search on Bibsonomy BNAIC/BENELEARN The full citation details ... 2019 DBLP  BibTeX  RDF
1Alex Mattenet, Ian Davidson, Siegfried Nijssen, Pierre Schaus Generic Constraint-Based Block Modeling Using Constraint Programming. Search on Bibsonomy CP The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Jun Li, Yongjun Chen, Lei Cai, Ian Davidson, Shuiwang Ji Dense Transformer Networks for Brain Electron Microscopy Image Segmentation. Search on Bibsonomy IJCAI The full citation details ... 2019 DBLP  DOI  BibTeX  RDF
1Ian Davidson Clustering with Constraints. Search on Bibsonomy Encyclopedia of Database Systems (2nd ed.) The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aubrey Gress, Ian Davidson Probabilistic Formulations of Regression with Mixed Guidance. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Chia-Tung Kuo, Ian Davidson On The Equivalence of Tries and Dendrograms - Efficient Hierarchical Clustering of Traffic Data. Search on Bibsonomy CoRR The full citation details ... 2018 DBLP  BibTeX  RDF
1Mohadeseh Ganji, Jeffrey Chan, Peter J. Stuckey, James Bailey 0001, Christopher Leckie, Kotagiri Ramamohanarao, Ian Davidson Image Constrained Blockmodelling: A Constraint Programming Approach. Search on Bibsonomy SDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zilong Bai, Peter B. Walker, Ian Davidson Mixtures of Block Models for Brain Networks. Search on Bibsonomy SDM The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Zilong Bai, Buyue Qian, Ian Davidson Discovering Models from Structural and Behavioral Brain Imaging Data. Search on Bibsonomy KDD The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Aubrey Gress, Ian Davidson Human Guided Linear Regression With Feature-Level Constraints. Search on Bibsonomy AAAI The full citation details ... 2018 DBLP  BibTeX  RDF
1Ian Davidson, Antoine Gourru, S. S. Ravi The Cluster Description Problem - Complexity Results, Formulations and Approximations. Search on Bibsonomy NeurIPS The full citation details ... 2018 DBLP  BibTeX  RDF
1Minhao Cheng, Ian Davidson, Cho-Jui Hsieh Extreme Learning to Rank via Low Rank Assumption. Search on Bibsonomy ICML The full citation details ... 2018 DBLP  BibTeX  RDF
1Thi-Bich-Hanh Dao, Chia-Tung Kuo, S. S. Ravi, Christel Vrain, Ian Davidson Descriptive Clustering: ILP and CP Formulations with Applications. Search on Bibsonomy IJCAI The full citation details ... 2018 DBLP  DOI  BibTeX  RDF
1Goutam Paul 0001, Ian Davidson, Imon Mukherjee, S. S. Ravi Keyless dynamic optimal multi-bit image steganography using energetic pixels. Search on Bibsonomy Multimedia Tools Appl. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sean Gilpin, Ian Davidson A flexible ILP formulation for hierarchical clustering. Search on Bibsonomy Artif. Intell. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Aubrey Gress, Ian Davidson Transfer Regression via Pairwise Similarity Regularization. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Jun Li, Yongjun Chen, Lei Cai, Ian Davidson, Shuiwang Ji Dense Transformer Networks. Search on Bibsonomy CoRR The full citation details ... 2017 DBLP  BibTeX  RDF
1Changchang Yin, Buyue Qian, Shilei Cao, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson Deep Similarity-Based Batch Mode Active Learning with Exploration-Exploitation. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Weifeng Zhi, Buyue Qian, Ian Davidson Scalable Constrained Spectral Clustering via the Randomized Projected Power Method. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Shilei Cao, Buyue Qian, Changchang Yin, Xiaoyu Li, Jishang Wei, Qinghua Zheng, Ian Davidson Knowledge Guided Short-Text Classification for Healthcare Applications. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Tao Zeng, Bian Wu, Jiayu Zhou, Ian Davidson, Shuiwang Ji Recurrent Encoder-Decoder Networks for Time-Varying Dense Prediction. Search on Bibsonomy ICDM The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Zilong Bai, Peter B. Walker, Anna E. Tschiffely, Fei Wang 0001, Ian Davidson Unsupervised Network Discovery for Brain Imaging Data. Search on Bibsonomy KDD The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Chia-Tung Kuo, S. S. Ravi, Thi-Bich-Hanh Dao, Christel Vrain, Ian Davidson A Framework for Minimal Clustering Modification via Constraint Programming. Search on Bibsonomy AAAI The full citation details ... 2017 DBLP  BibTeX  RDF
1Aubrey Gress, Jeremiah T. Folsom-Kovarik, Ian Davidson Transfer Learning in Intelligent Tutoring Systems - Results, Challenges and New Directions. Search on Bibsonomy FLAIRS Conference The full citation details ... 2017 DBLP  BibTeX  RDF
1Peter B. Walker, Jacob N. Norris, Anna E. Tschiffely, Melissa L. Mehalick, Craig A. Cunningham, Ian N. Davidson Applications of Transductive Spectral Clustering Methods in a Military Medical Concussion Database. Search on Bibsonomy IEEE/ACM Trans. Comput. Biology Bioinform. The full citation details ... 2017 DBLP  DOI  BibTeX  RDF
1Sean Gilpin, Chia-Tung Kuo, Tina Eliassi-Rad, Ian Davidson Some Advances in Role Discovery in Graphs. Search on Bibsonomy CoRR The full citation details ... 2016 DBLP  BibTeX  RDF
1Aubrey Gress, Ian Davidson Probabilistic Formulations of Regression with Mixed Guidance. Search on Bibsonomy ICDM The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Xiang Li 0001, Milad Makkie, Binbin Lin, Mojtaba Sedigh Fazli, Ian Davidson, Jieping Ye, Tianming Liu, Shannon Quinn Scalable Fast Rank-1 Dictionary Learning for fMRI Big Data Analysis. Search on Bibsonomy KDD The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Shuo Zhou, Xuan Vinh Nguyen, James Bailey 0001, Yunzhe Jia, Ian Davidson Accelerating Online CP Decompositions for Higher Order Tensors. Search on Bibsonomy KDD The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Chia-Tung Kuo, Ian Davidson A Framework for Outlier Description Using Constraint Programming. Search on Bibsonomy AAAI The full citation details ... 2016 DBLP  BibTeX  RDF
1Thi-Bich-Hanh Dao, Christel Vrain, Khanh-Chuong Duong, Ian Davidson A Framework for Actionable Clustering Using Constraint Programming. Search on Bibsonomy ECAI The full citation details ... 2016 DBLP  DOI  BibTeX  RDF
1Fei Wang 0001, Gregor Stiglic, Zoran Obradovic, Ian Davidson Guest editorial: Special issue on data mining for medicine and healthcare. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Buyue Qian, Xiang Wang 0001, Jieping Ye, Ian Davidson A Reconstruction Error Based Framework for Multi-Label and Multi-View Learning. Search on Bibsonomy IEEE Trans. Knowl. Data Eng. The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Yan Sun, Ian Davidson Influential factors of online fraud occurrence in retailing banking sectors from a global prospective: An empirical study of individual customers in the UK and China. Search on Bibsonomy Inf. & Comput. Security The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Aubrey Gress, Ian Davidson Accurate Estimation of Generalization Performance for Active Learning. Search on Bibsonomy ICDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Peter B. Walker, Sean Gilpin, Sidney G. Fooshee, Ian Davidson Constrained Tensor Decomposition via Guidance: Increased Inter and Intra-Group Reliability in fMRI Analyses. Search on Bibsonomy HCI (15) The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Chia-Tung Kuo, James Bailey 0001, Ian Davidson A Framework for Simplifying Trip Data into Networks via Coupled Matrix Factorization. Search on Bibsonomy SDM The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Chia-Tung Kuo, Xiang Wang 0001, Peter B. Walker, Owen T. Carmichael, Jieping Ye, Ian Davidson Unified and Contrasting Cuts in Multiple Graphs: Application to Medical Imaging Segmentation. Search on Bibsonomy KDD The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Sen Yang, Qian Sun, Shuiwang Ji, Peter Wonka, Ian Davidson, Jieping Ye Structural Graphical Lasso for Learning Mouse Brain Connectivity. Search on Bibsonomy KDD The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Peter B. Walker, Sidney G. Fooshee, Ian Davidson Complex Interactions in Social and Event Network Analysis. Search on Bibsonomy SBP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Peter B. Walker, Ian Davidson Learning Automated Agents from Historical Game Data via Tensor Decomposition. Search on Bibsonomy SBP The full citation details ... 2015 DBLP  DOI  BibTeX  RDF
1Buyue Qian, Xiang Wang 0001, Ian Davidson Propagating Ranking Functions on a Graph: Algorithms and Applications. Search on Bibsonomy AAAI The full citation details ... 2015 DBLP  BibTeX  RDF
1Xiang Wang 0001, Buyue Qian, Ian Davidson On constrained spectral clustering and its applications. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Binbin Lin, Qingyang Li, Qian Sun, Ming-Jun Lai, Ian Davidson, Wei Fan 0001, Jieping Ye Stochastic Coordinate Coding and Its Application for Drosophila Gene Expression Pattern Annotation. Search on Bibsonomy CoRR The full citation details ... 2014 DBLP  BibTeX  RDF
1Buyue Qian, Xiang Wang 0001, Nan Cao, Yu-Gang Jiang, Ian Davidson Learning Multiple Relative Attributes With Humans in the Loop. Search on Bibsonomy IEEE Trans. Image Processing The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Aubrey Gress, Ian Davidson A Flexible Framework for Projecting Heterogeneous Data. Search on Bibsonomy CIKM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Chia-Tung Kuo, Peter B. Walker, Owen T. Carmichael, Ian Davidson Spectral Clustering for Medical Imaging. Search on Bibsonomy ICDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Chia-Tung Kuo, Ian Davidson Directed Interpretable Discovery in Tensors with Sparse Projection. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Xiang Wang 0001, Jun Wang, Buyue Qian, Fei Wang 0001, Ian Davidson Self-Taught Spectral Clustering via Constraint Augmentation. Search on Bibsonomy SDM The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Fei Wang 0001, Ping Zhang 0016, Buyue Qian, Xiang Wang 0001, Ian Davidson Clinical risk prediction with multilinear sparse logistic regression. Search on Bibsonomy KDD The full citation details ... 2014 DBLP  DOI  BibTeX  RDF
1Rita Chattopadhyay, Zheng Wang 0011, Wei Fan 0001, Ian Davidson, Sethuraman Panchanathan, Jieping Ye Batch Mode Active Sampling Based on Marginal Probability Distribution Matching. Search on Bibsonomy TKDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Mahmud Shahriar Hossain, Naren Ramakrishnan, Ian Davidson, Layne T. Watson How to "alternatize" a clustering algorithm. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Ian Davidson Minimum Message Length Clustering Using Gibbs Sampling Search on Bibsonomy CoRR The full citation details ... 2013 DBLP  BibTeX  RDF
1Sean Gilpin, Buyue Qian, Ian Davidson Efficient hierarchical clustering of large high dimensional datasets. Search on Bibsonomy CIKM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Buyue Qian, Xiang Wang 0001, Jun Wang, Hongfei Li, Nan Cao, Weifeng Zhi, Ian Davidson Fast Pairwise Query Selection for Large-Scale Active Learning to Rank. Search on Bibsonomy ICDM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Shayok Chakraborty, Jiayu Zhou, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Ian Davidson, Jieping Ye Active Matrix Completion. Search on Bibsonomy ICDM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Ian Davidson, Buyue Qian, Xiang Wang 0001, Jieping Ye Multi-objective Multi-view Spectral Clustering via Pareto Optimization. Search on Bibsonomy SDM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Ian Davidson, Hongfei Li, Buyue Qian, Jun Wang, Xiang Wang 0001 Active Learning to Rank using Pairwise Supervision. Search on Bibsonomy SDM The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Weifeng Zhi, Xiang Wang 0001, Buyue Qian, Patrick Butler, Naren Ramakrishnan, Ian Davidson Clustering with Complex Constraints - Algorithms and Applications. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Rita Chattopadhyay, Wei Fan 0001, Ian Davidson, Sethuraman Panchanathan, Jieping Ye Joint Transfer and Batch-mode Active Learning. Search on Bibsonomy ICML (3) The full citation details ... 2013 DBLP  BibTeX  RDF
1Buyue Qian, Xiang Wang 0001, Fei Wang 0001, Hongfei Li, Jieping Ye, Ian Davidson Active Learning from Relative Queries. Search on Bibsonomy IJCAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Henry L. Phillips, Peter B. Walker, Carrie H. Kennedy, Owen T. Carmichael, Ian N. Davidson Guided Learning Algorithms: An Application of Constrained Spectral Partitioning to Functional Magnetic Resonance Imaging (fMRI). Search on Bibsonomy HCI (24) The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Ian N. Davidson, Sean Gilpin, Owen T. Carmichael, Peter B. Walker Network discovery via constrained tensor analysis of fMRI data. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Sean Gilpin, Tina Eliassi-Rad, Ian N. Davidson Guided learning for role discovery (GLRD): framework, algorithms, and applications. Search on Bibsonomy KDD The full citation details ... 2013 DBLP  DOI  BibTeX  RDF
1Sean Gilpin, Siegfried Nijssen, Ian N. Davidson Formalizing Hierarchical Clustering as Integer Linear Programming. Search on Bibsonomy AAAI The full citation details ... 2013 DBLP  BibTeX  RDF
1Rita Chattopadhyay, Qian Sun, Wei Fan 0001, Ian Davidson, Sethuraman Panchanathan, Jieping Ye Multisource domain adaptation and its application to early detection of fatigue. Search on Bibsonomy TKDD The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Xiang Wang 0001, Buyue Qian, Ian Davidson On Constrained Spectral Clustering and Its Applications Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Buyue Qian, Xiang Wang 0001, Ian Davidson A Reconstruction Error Formulation for Semi-Supervised Multi-task and Multi-view Learning Search on Bibsonomy CoRR The full citation details ... 2012 DBLP  BibTeX  RDF
1Xiang Wang 0001, Buyue Qian, Ian Davidson Improving document clustering using automated machine translation. Search on Bibsonomy CIKM The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Xiang Wang 0001, Buyue Qian, Ian Davidson Labels vs. Pairwise Constraints: A Unified View of Label Propagation and Constrained Spectral Clustering. Search on Bibsonomy ICDM The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Goutam Paul 0001, Ian Davidson, Imon Mukherjee, S. S. Ravi Keyless Steganography in Spatial Domain Using Energetic Pixels. Search on Bibsonomy ICISS The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Rita Chattopadhyay, Zheng Wang 0011, Wei Fan 0001, Ian Davidson, Sethuraman Panchanathan, Jieping Ye Batch mode active sampling based on marginal probability distribution matching. Search on Bibsonomy KDD The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Ian Davidson Two approaches to understanding when constraints help clustering. Search on Bibsonomy KDD The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Ian N. Davidson, Sean Gilpin, Peter B. Walker Behavioral event data and their analysis. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2012 DBLP  DOI  BibTeX  RDF
1Rita Chattopadhyay, Jieping Ye, Sethuraman Panchanathan, Wei Fan 0001, Ian Davidson Multi-source domain adaptation and its application to early detection of fatigue. Search on Bibsonomy KDD The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Peter B. Walker, Ian N. Davidson Exploring New Methodologies for the Analysis of Functional Magnetic Resonance Imaging (fMRI) Following Closed-Head Injuries. Search on Bibsonomy HCI (20) The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Sean Gilpin, Ian N. Davidson Incorporating SAT solvers into hierarchical clustering algorithms: an efficient and flexible approach. Search on Bibsonomy KDD The full citation details ... 2011 DBLP  DOI  BibTeX  RDF
1Xiaoli Z. Fern, Ian Davidson, Jennifer G. Dy MultiClust 2010: discovering, summarizing and using multiple clusterings. Search on Bibsonomy SIGKDD Explorations The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Xiang Wang 0001, Ian Davidson Active Spectral Clustering. Search on Bibsonomy ICDM The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Ian Davidson, S. S. Ravi, Leonid Shamis A SAT-based Framework for Efficient Constrained Clustering. Search on Bibsonomy SDM The full citation details ... 2010 DBLP  DOI  BibTeX  RDF
1Mahmud Shahriar Hossain, Satish Tadepalli, Layne T. Watson, Ian Davidson, Richard F. Helm, Naren Ramakrishnan Unifying dependent clustering and disparate clustering for non-homogeneous data. Search on Bibsonomy KDD The full citation details ... 2010 DBLP  DOI  BibTeX  RDF multi-criteria optimization., relational clustering, clustering, contingency tables
1Xiang Wang 0001, Ian Davidson Flexible constrained spectral clustering. Search on Bibsonomy KDD The full citation details ... 2010 DBLP  DOI  BibTeX  RDF spectral clustering, constrained clustering
1Buyue Qian, Ian Davidson Semi-Supervised Dimension Reduction for Multi-Label Classification. Search on Bibsonomy AAAI The full citation details ... 2010 DBLP  BibTeX  RDF
1Ian Davidson Clustering with Constraints. Search on Bibsonomy Encyclopedia of Database Systems The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Ian Davidson, S. S. Ravi Using instance-level constraints in agglomerative hierarchical clustering: theoretical and empirical results. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2009 DBLP  DOI  BibTeX  RDF Clustering, Semi-supervised learning, Constrained clustering
1Ian Davidson, Giri Kumar Tayi Data preparation using data quality matrices for classification mining. Search on Bibsonomy European Journal of Operational Research The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Xiang Wang 0001, Ian Davidson Discovering Contexts and Contextual Outliers Using Random Walks in Graphs. Search on Bibsonomy ICDM The full citation details ... 2009 DBLP  DOI  BibTeX  RDF
1Zijie Qi, Ian Davidson A principled and flexible framework for finding alternative clusterings. Search on Bibsonomy KDD The full citation details ... 2009 DBLP  DOI  BibTeX  RDF clustering
1Ian Davidson Knowledge Driven Dimension Reduction for Clustering. Search on Bibsonomy IJCAI The full citation details ... 2009 DBLP  BibTeX  RDF
1Ian Davidson, Zijie Qi Finding Alternative Clusterings Using Constraints. Search on Bibsonomy ICDM The full citation details ... 2008 DBLP  DOI  BibTeX  RDF
1Ian Davidson, S. S. Ravi The complexity of non-hierarchical clustering with instance and cluster level constraints. Search on Bibsonomy Data Min. Knowl. Discov. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF Non-hierarchical clustering, Complexity, Constraints
1Xingquan Zhu, Taghi M. Khoshgoftaar, Ian Davidson, Shichao Zhang Editorial: Special issue on mining low-quality data. Search on Bibsonomy Knowl. Inf. Syst. The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Wei Fan 0001, Ian Davidson On Sample Selection Bias and Its Efficient Correction via Model Averaging and Unlabeled Examples. Search on Bibsonomy SDM The full citation details ... 2007 DBLP  DOI  BibTeX  RDF
1Ian Davidson, S. S. Ravi, Martin Ester Efficient incremental constrained clustering. Search on Bibsonomy KDD The full citation details ... 2007 DBLP  DOI  BibTeX  RDF clustering, algorithms, complexity, constraints
1Rong Ge 0002, Martin Ester, Wen Jin, Ian Davidson Constraint-driven clustering. Search on Bibsonomy KDD The full citation details ... 2007 DBLP  DOI  BibTeX  RDF clustering, constraints, NP-hardness
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