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2020 – today
- 2022
[j30]Xika Lin
, Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
PARAS$^{\mathrm{c}}$: a parameter space-driven approach for complete association rule mining. Int. J. Data Sci. Anal. 14(4): 407-438 (2022)
2010 – 2019
- 2019
- [j29]Abhishek Mukherji, Xika Lin, Ermal Toto, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward:
FIRE: a two-level interactive visualization for deep exploration of association rules. Int. J. Data Sci. Anal. 7(3): 201-226 (2019) - [c67]Amit Barde, Matthew O. Ward, Robert W. Lindeman, Mark Billinghurst:
Less is More: Using Spatialized Auditory and Visual Cues for Target Acquisition in a Real-World Search Task. ISMAR Adjunct 2019: 340-341 - 2018
- [r2]Matthew O. Ward:
Linking and Brushing. Encyclopedia of Database Systems (2nd ed.) 2018 - 2016
- [c66]Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward:
Interactive Temporal Association Analytics. EDBT 2016: 197-208 - [c65]Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins:
MaVis: Machine Learning Aided Multi-Model Framework for Time Series Visual Analytics. Visualization and Data Analysis 2016: 1-10 - 2014
- [j28]Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins:
LoVis: Local Pattern Visualization for Model Refinement. Comput. Graph. Forum 33(3): 331-340 (2014) - [j27]Xika Lin, Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
SPIRE: Supporting Parameter-Driven Interactive Rule Mining and Exploration. Proc. VLDB Endow. 7(13): 1653-1656 (2014) - [c64]Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
Facilitating Interactive Mining of Global and Local Association Rules. PIKM@CIKM 2014: 35-44 - [c63]Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
COLARM: Cost-based Optimization for Localized Association Rule Mining. EDBT 2014: 181-192 - [c62]Xiao Qin, Ramoza Ahsan, Xika Lin, Elke A. Rundensteiner, Matthew O. Ward:
iPARAS: Incremental Construction of Parameter Space for Online Association Mining. BigMine 2014: 149-165 - [c61]Kaiyu Zhao, Matthew O. Ward, Elke A. Rundensteiner, Huong Ngo Higgins:
Progressively consolidating historical visual explorations for new discoveries. Visualization and Data Analysis 2014: 90170T - [e3]Andreas Kerren, Helen C. Purchase, Matthew O. Ward:
Multivariate Network Visualization - Dagstuhl Seminar #13201, Dagstuhl Castle, Germany, May 12-17, 2013, Revised Discussions. Lecture Notes in Computer Science 8380, Springer 2014, ISBN 978-3-319-06792-6 [contents] - 2013
- [j26]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Mining neighbor-based patterns in data streams. Inf. Syst. 38(3): 331-350 (2013) - [j25]Xika Lin, Abhishek Mukherji, Elke A. Rundensteiner, Carolina Ruiz, Matthew O. Ward:
PARAS: A Parameter Space Framework for Online Association Mining. Proc. VLDB Endow. 6(3): 193-204 (2013) - [j24]Di Yang, Kaiyu Zhao, Maryam Hasan, Hanyuan Lu, Elke A. Rundensteiner, Matthew O. Ward:
Mining and Linking Patterns across Live Data Streams and Stream Archives. Proc. VLDB Endow. 6(12): 1346-1349 (2013) - [j23]Silvia Miksch, Matthew O. Ward:
Guest Editors' Introduction: Special Section on the IEEE Conference on Visual Analytics Science and Technology (VAST). IEEE Trans. Vis. Comput. Graph. 19(7): 1076-1077 (2013) - [c60]Abhishek Mukherji, Xika Lin, Jason Whitehouse, Christopher R. Botaish, Elke A. Rundensteiner, Matthew O. Ward:
FIRE: interactive visual support for parameter space-driven rule mining. CIKM 2013: 2447-2452 - [c59]Abhishek Mukherji, Jason Whitehouse, Christopher R. Botaish, Elke A. Rundensteiner, Matthew O. Ward:
SPHINX: rich insights into evidence-hypotheses relationships via parameter space-based exploration. CIKM 2013: 2521-2524 - [c58]Andreas Kerren, Helen C. Purchase, Matthew O. Ward:
Introduction to Multivariate Network Visualization. Multivariate Network Visualization 2013: 1-9 - [c57]Oliver Kohlbacher, Falk Schreiber, Matthew O. Ward:
Multivariate Networks in the Life Sciences. Multivariate Network Visualization 2013: 61-73 - [c56]Jonathan C. Roberts, Jing Yang, Oliver Kohlbacher, Matthew O. Ward, Michelle X. Zhou:
Novel Visual Metaphors for Multivariate Networks. Multivariate Network Visualization 2013: 127-150 - [c55]Abhishek Mukherji, Xika Lin, Christopher R. Botaish, Jason Whitehouse, Elke A. Rundensteiner, Matthew O. Ward, Carolina Ruiz:
PARAS: interactive parameter space exploration for association rule mining. SIGMOD Conference 2013: 1017-1020 - [c54]Zaixian Xie, Matthew O. Ward, Elke A. Rundensteiner:
Exploring large scale time-series data using nested timelines. Visualization and Data Analysis 2013: 865405 - [i2]Andreas Kerren, Helen C. Purchase, Matthew O. Ward:
Information Visualization - Towards Multivariate Network Visualization (Dagstuhl Seminar 13201). Dagstuhl Reports 3(5): 19-42 (2013) - 2012
- [j22]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Shared execution strategy for neighbor-based pattern mining requests over streaming windows. ACM Trans. Database Syst. 37(1): 5:1-5:44 (2012) - 2011
- [j21]Matthew O. Ward, Zhenyu Guo:
Visual Exploration of Time-Series Data with Shape Space Projections. Comput. Graph. Forum 30(3): 701-710 (2011) - [j20]Matthew O. Ward, Zaixian Xie, Di Yang, Elke A. Rundensteiner:
Quality-aware visual data analysis. Comput. Stat. 26(4): 567-584 (2011) - [j19]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Summarization and Matching of Density-Based Clusters in Streaming Environments. Proc. VLDB Endow. 5(2): 121-132 (2011) - [c53]Paulo Gonçalves de Barros, Robert W. Lindeman, Matthew O. Ward:
Enhancing robot teleoperator situation awareness and performance using vibro-tactile and graphical feedback. 3DUI 2011: 47-54 - [c52]Abhishek Mukherji, Elke A. Rundensteiner, Matthew O. Ward:
Achieving High Freshness and Optimal Throughput in CPU-Limited Execution of Multi-join Continuous Queries. BNCOD 2011: 48-65 - [c51]Di Yang, Zhenyu Guo, Elke A. Rundensteiner, Matthew O. Ward:
CLUES: a unified framework supporting interactive exploration of density-based clusters in streams. CIKM 2011: 815-824 - [c50]Avani Shastri, Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
MTopS: scalable processing of continuous top-k multi-query workloads. CIKM 2011: 1107-1116 - [c49]Di Yang, Avani Shastri, Elke A. Rundensteiner, Matthew O. Ward:
An optimal strategy for monitoring top-k queries in streaming windows. EDBT 2011: 57-68 - [c48]Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner, Carolina Ruiz:
Pointwise local pattern exploration for sensitivity analysis. IEEE VAST 2011: 131-140 - [c47]William Pike, Jonathan C. Roberts, Silvia Miksch, Matthew O. Ward:
Message from the conference and paper chairs. IEEE VAST 2011 - [c46]Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner:
Nugget Browser: Visual Subgroup Mining and Statistical Significance Discovery in Multivariate Datasets. IV 2011: 267-275 - [i1]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Summarization and Matching of Density-Based Clusters in Streaming Environments. CoRR abs/1110.6650 (2011) - 2010
- [b1]Matthew O. Ward, Georges G. Grinstein, Daniel A. Keim:
Interactive Data Visualization - Foundations, Techniques, and Applications. A K Peters 2010, ISBN 978-1-56881-473-5, pp. I-XVII, 1-496 - [c45]Zaixian Xie, Matthew O. Ward, Elke A. Rundensteiner:
Visual Exploration of Stream Pattern Changes Using a Data-Driven Framework. ISVC (2) 2010: 522-532 - [c44]Di Yang, Zhenyu Guo, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward:
Interactive visual exploration of neighbor-based patterns in data streams. SIGMOD Conference 2010: 1151-1154 - [c43]Zaixian Xie, Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner:
Operator-centric design patterns for information visualization software. VDA 2010: 75300 - [p2]Matthew O. Ward, Zhenyu Guo:
Generalized Hyper-cylinders: a Mechanism for Modeling and Visualizing N-D Objects. Scientific Visualization: Advanced Concepts 2010: 1-10
2000 – 2009
- 2009
- [j18]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
A Shared Execution Strategy for Multiple Pattern Mining Requests over Streaming Data. Proc. VLDB Endow. 2(1): 874-885 (2009) - [c42]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Neighbor-based pattern detection for windows over streaming data. EDBT 2009: 529-540 - [c41]Zhenyu Guo, Matthew O. Ward, Elke A. Rundensteiner:
Model space visualization for multivariate linear trend discovery. IEEE VAST 2009: 75-82 - [r1]Matthew O. Ward:
Linking and Brushing. Encyclopedia of Database Systems 2009: 1623-1626 - 2008
- [p1]Helen C. Purchase, Natalia V. Andrienko, T. J. Jankun-Kelly, Matthew O. Ward:
Theoretical Foundations of Information Visualization. Information Visualization 2008: 46-64 - 2007
- [j17]Di Yang, Zaixian Xie, Elke A. Rundensteiner, Matthew O. Ward:
Managing discoveries in the visual analytics process. SIGKDD Explor. 9(2): 22-29 (2007) - [j16]Jing Yang, Daniel Hubball, Matthew O. Ward, Elke A. Rundensteiner, William Ribarsky:
Value and Relation Display: Interactive Visual Exploration of Large Data Sets with Hundreds of Dimensions. IEEE Trans. Vis. Comput. Graph. 13(3): 494-507 (2007) - [c40]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Nugget discovery in visual exploration environments by query consolidation. CIKM 2007: 603-612 - [c39]Di Yang, Elke A. Rundensteiner, Matthew O. Ward:
Analysis Guided Visual Exploration of Multivariate Data. IEEE VAST 2007: 83-90 - [c38]Charudatta V. Wad, Elke A. Rundensteiner, Matthew O. Ward:
QoS: Quality Driven Data Abstraction Generation For Large Databases. QDB 2007: 19-25 - [c37]Elke A. Rundensteiner, Matthew O. Ward, Zaixian Xie, Qingguang Cui, Charudatta V. Wad, Di Yang, Shiping Huang:
XmdvtoolQ: : quality-aware interactive data exploration. SIGMOD Conference 2007: 1109-1112 - 2006
- [j15]Matthew O. Ward, John T. Stasko:
Introduction to the Special Issue. Inf. Vis. 5(2): 111 (2006) - [j14]John T. Stasko, Matthew O. Ward:
Guest Editorial: InfoVis 2005. IEEE Trans. Vis. Comput. Graph. 12(4): 535 (2006) - [j13]Qingguang Cui, Matthew O. Ward, Elke A. Rundensteiner, Jing Yang:
Measuring Data Abstraction Quality in Multiresolution Visualizations. IEEE Trans. Vis. Comput. Graph. 12(5): 709-716 (2006) - [c36]Zaixian Xie, Shiping Huang, Matthew O. Ward, Elke A. Rundensteiner:
Exploratory Visualization of Multivariate Data with Variable Quality. IEEE VAST 2006: 183-190 - [c35]Jing Yang, Jianping Fan, Daniel Hubball, Yuli Gao, Hangzai Luo, William Ribarsky, Matthew O. Ward:
Semantic Image Browser: Bridging Information Visualization with Automated Intelligent Image Analysis. IEEE VAST 2006: 191-198 - [c34]Qingguang Cui, Matthew O. Ward, Elke A. Rundensteiner:
Enhancing scatterplot matrices for data with ordering or spatial attributes. Visualization and Data Analysis 2006: 60600R - 2005
- [j12]Tamara Munzner, Matthew O. Ward:
Introduction to the Special Section. Inf. Vis. 4(2): 95- (2005) - [j11]Matthew O. Ward, Tamara Munzner:
Guest Editors' Introduction: Special Section on InfoVis. IEEE Trans. Vis. Comput. Graph. 11(4): 431 (2005) - [c33]Nishant K. Mehta, Elke A. Rundensteiner, Matthew O. Ward:
A Hierarchy Navigation Framework: Supporting Scalable Interactive Exploration over Large Databases. IDEAS 2005: 425-434 - [e2]John T. Stasko, Matthew O. Ward:
IEEE Symposium on Information Visualization (InfoVis 2005), 23-25 October 2005, Minneapolis, MN, USA. IEEE Computer Society 2005, ISBN 0-7803-9464-X [contents] - 2004
- [j10]Matthew O. Ward:
Finding Needles in Large-Scale Multivariate Data Haystacks. IEEE Computer Graphics and Applications 24(5): 16-19 (2004) - [j9]Matthew O. Ward, Wei Peng, Xiaoning Wang:
Hierarchical visual data mining for large-scale data. Comput. Stat. 19(1): 147-158 (2004) - [j8]Geraldine E. Rosario, Elke A. Rundensteiner, David C. Brown, Matthew O. Ward, Shiping Huang:
Mapping nominal values to numbers for effective visualization. Inf. Vis. 3(2): 80-95 (2004) - [j7]Aparna S. Varde, Makiko Takahashi, Elke A. Rundensteiner, Matthew O. Ward, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
Apriori algorithm and game-of-life for predictive analysis in materials science. Int. J. Knowl. Based Intell. Eng. Syst. 8(4): 213-228 (2004) - [c32]Jing Yang, Anilkumar Patro, Shiping Huang, Nishant K. Mehta, Matthew O. Ward, Elke A. Rundensteiner:
Value and Relation Display for Interactive Exploration of High Dimensional Datasets. INFOVIS 2004: 73-80 - [c31]Wei Peng, Matthew O. Ward, Elke A. Rundensteiner:
Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering. INFOVIS 2004: 89-96 - [c30]Matthew O. Ward, Jing Yang:
Interaction Spaces in Data and Information Visualization. VisSym 2004: 137-145 - [e1]Matthew O. Ward, Tamara Munzner:
10th IEEE Symposium on Information Visualization (InfoVis 2004), 10-12 October 2004, Austin, TX, USA. IEEE Computer Society 2004, ISBN 0-7803-8779-1 [contents] - 2003
- [j6]Jing Yang, Matthew O. Ward, Elke A. Rundensteiner:
Interactive hierarchical displays: a general framework for visualization and exploration of large multivariate data sets. Comput. Graph. 27(2): 265-283 (2003) - [j5]Jing Yang, Matthew O. Ward, Elke A. Rundensteiner, Anilkumar Patro:
InterRing: a visual interface for navigating and manipulating hierarchies. Inf. Vis. 2(1): 16-30 (2003) - [c29]Jing Yang, Matthew O. Ward, Elke A. Rundensteiner:
Hierarchical exploration of large multivariate data sets. Data Visualization: The State of the Art 2003: 201-212 - [c28]Punit R. Doshi, Elke A. Rundensteiner, Matthew O. Ward:
Prefetching for Visual Data Exploratio. DASFAA 2003: 195-202 - [c27]Aparna S. Varde, Makiko Takahashi, Elke A. Rundensteiner, Matthew O. Ward, Mohammed Maniruzzaman, Richard D. Sisson Jr.:
QuenchMinerTM: Decision Support for Optimization of Heat Treating Processes. IICAI 2003: 993-1002 - [c26]Jing Yang, Wei Peng, Matthew O. Ward, Elke A. Rundensteiner:
Interactive Hierarchical Dimension Ordering, Spacing and Filtering for Exploration of High Dimensional Datasets. INFOVIS 2003: 105-112 - [c25]Geraldine E. Rosario, Elke A. Rundensteiner, David C. Brown, Matthew O. Ward:
Mapping Nominal Values to Numbers for Effective Visualization. INFOVIS 2003: 113-120 - [c24]Punit R. Doshi, Geraldine E. Rosario, Elke A. Rundensteiner, Matthew O. Ward:
A Strategy Selection Framework for Adaptive Prefetching in Data Visualization. SSDBM 2003: 107-116 - [c23]Jing Yang, Matthew O. Ward, Elke A. Rundensteiner, Shiping Huang:
Visual Hierarchical Dimension Reduction for Exploration of High Dimensional Datasets. VisSym 2003: 19-28 - [c22]Theresa-Marie Rhyne, Melanie Tory, Tamara Munzner, Matthew O. Ward, Chris R. Johnson, David H. Laidlaw:
Information and Scientific Visualization: Separate but Equal or Happy Together at Last. IEEE Visualization 2003: 619-621 - 2002
- [j4]Matthew O. Ward:
A taxonomy of glyph placement strategies for multidimensional data visualization. Inf. Vis. 1(3-4): 194-210 (2002) - [c21]Jing Yang, Matthew O. Ward, Elke A. Rundensteiner:
InterRing: An Interactive Tool for Visually Navigating and Manipulating Hierarchical Structures. INFOVIS 2002: 77-84 - [c20]Elke A. Rundensteiner, Matthew O. Ward, Jing Yang, Punit R. Doshi:
XmdvTool: visual interactive data exploration and trend discovery of high-dimensional data sets. SIGMOD Conference 2002: 631 - 2000
- [j3]Ying-Huey Fua, Matthew O. Ward, Elke A. Rundensteiner:
Structure-Based Brushes: A Mechanism for Navigating Hierarchically Organized Data and Information Spaces. IEEE Trans. Vis. Comput. Graph. 6(2): 150-159 (2000) - [c19]Ionel D. Stroe, Elke A. Rundensteiner, Matthew O. Ward:
Scalable Visual Hierarchy Exploration. DEXA 2000: 784-793
1990 – 1999
- 1999
- [c18]Jayesh Govindarajan, Matthew O. Ward:
GeoViser - Geographic Visualization of Search Engine Results. DEXA Workshop 1999: 269-273 - [c17]Ying-Huey Fua, Matthew O. Ward, Elke A. Rundensteiner:
Navigating Hierarchies with Structure-Based Brushes. INFOVIS 1999: 58-64 - [c16]Ying-Huey Fua, Matthew O. Ward, Elke A. Rundensteiner:
Hierarchical Parallel Coordinates for Exploration of Large Datasets. IEEE Visualization 1999: 43-50 - [c15]Jayesh Govindarajan, Matthew O. Ward, Jonathan Barnett:
Visualizing Simulated Room Fires. IEEE Visualization 1999: 475-478 - 1998
- [c14]Richard J. Resnick, Matthew O. Ward, Elke A. Rundensteiner:
FED - A Framework for Iterative Data Selection in Exploratory Visualization. SSDBM 1998: 180-189 - 1997
- [c13]Matthew O. Ward, Kevin J. Theroux:
Perceptual Benchmarking for Multivariate Data Visualization. Scientific Visualization 1997: 314-321 - 1996
- [c12]Chris Bentley, Matthew O. Ward:
Animating multidimensional scaling to visualize N-dimensional data sets. INFOVIS 1996: 72-73 - 1995
- [c11]Allen R. Martin, Matthew O. Ward:
High Dimensional Brushing for Interactive Exploration of Multivariate Data. IEEE Visualization 1995: 271 - 1994
- [c10]Craig E. Wills, David Finkel, Michael A. Gennert, Matthew O. Ward:
Peer learning in an introductory computer science course. SIGCSE 1994: 309-313 - [c9]Matthew O. Ward:
XmdvTool: Integrating Multiple Methods for Visualizing Multivariate Data. IEEE Visualization 1994: 326-333 - 1993
- [j2]D. N. Nedde, Matthew O. Ward:
Visualizing relationships between nucleic acid sequences using correlation images. Comput. Appl. Biosci. 9(3): 331-335 (1993) - [j1]Nabil I. Hachem, Michael A. Gennert, Matthew O. Ward:
An Overview of the Gaea Project. IEEE Data Eng. Bull. 16(1): 29-32 (1993) - [c8]Yuhong Zhang, Matthew O. Ward, Nabil I. Hachem, Michael A. Gennert:
A Visual Programming Environment for Supporting Scientific Data Analysis. VL 1993: 368-370 - [c7]Nabil I. Hachem, Ke Qiu, Michael A. Gennert, Matthew O. Ward:
Managing Derived Data in the Gaea Scientific DBMS. VLDB 1993: 1-12 - 1992
- [c6]Caixia Jiang, Matthew O. Ward:
Shadow identification. CVPR 1992: 606-612 - [c5]Ke Qiu, Nabil I. Hachem, Matthew O. Ward, Michael A. Gennert:
Providing Temporal Support in Data Base Management Systems for Global Change Research. SSDBM 1992: 274-289 - 1991
- [c4]Kenneth P. Hinkley, Matthew O. Ward:
The Visual Comparison of Three Sequences. IEEE Visualization 1991: 179-187 - 1990
- [c3]Jeffrey LeBlanc, Matthew O. Ward, Norman Wittels:
Exploring N-Dimensional Databases. IEEE Visualization 1990: 230-237
1980 – 1989
- 1988
- [c2]George A. Dainis III, Matthew O. Ward:
Rule-based inspection of leadframes [IC manufacture]. CVPR 1988: 580-585 - 1982
- [c1]Matthew O. Ward:
The automated design of task-specific parallel processing architectures. ICPP 1982: 298-300
Coauthor Index
[j30] [j29] [c66] [c65] [j28] [j27] [c64] [c63] [c62] [c61] [j26] [j25] [j24] [c60] [c59] [c55] [c54] [j22] [j20] [j19] [c52] [c51] [c50] [c49] [c48] [c46] [i1] [c45] [c44] [c43] [j18] [c42] [c41] [j17] [j16] [c40] [c39] [c38] [c37] [j13] [c36] [c34] [c33] [j8] [j7] [c32] [c31] [j6] [j5] [c29] [c28] [c27] [c26] [c25] [c24] [c23] [c21] [c20] [j3] [c19] [c17] [c16] [c14]
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