2009 | ||
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57 | David Fuhry, Ruoming Jin, Donghui Zhang: Efficient skyline computation in metric space. EDBT 2009: 1042-1051 | |
56 | Ruoming Jin, Scott McCallen, Yuri Breitbart, David Fuhry, Dong Wang: Estimating the number of frequent itemsets in a large database. EDBT 2009: 505-516 | |
55 | Ruoming Jin, Yuri Breitbart, Rong Li: A Tree-Based Framework for Difference Summarization. ICDM 2009: 209-218 | |
54 | Ning Ruan, Ruoming Jin, Victor E. Lee, Kun Huang: A Sparsification Approach for Temporal Graphical Model Decomposition. ICDM 2009: 447-456 | |
53 | Xingquan Zhu, Ruoming Jin: Multiple Information Sources Cooperative Learning. IJCAI 2009: 1369-1376 | |
52 | Xiaoxi Du, Ruoming Jin, Liang Ding, Victor E. Lee, John H. Thornton Jr.: Migration motif: a spatial - temporal pattern mining approach for financial markets. KDD 2009: 1135-1144 | |
51 | Ruoming Jin, Yang Xiang, Lin Liu: Cartesian contour: a concise representation for a collection of frequent sets. KDD 2009: 417-426 | |
50 | Ruoming Jin, Yang Xiang, Ning Ruan, David Fuhry: 3-HOP: a high-compression indexing scheme for reachability query. SIGMOD Conference 2009: 813-826 | |
49 | Ruoming Jin, Yuri Breitbart, Chibuike Muoh: Data discretization unification. Knowl. Inf. Syst. 19(1): 1-29 (2009) | |
2008 | ||
48 | Ruoming Jin, David Fuhry, Abdulkareem Alali: Cost-based query optimization for complex pattern mining on multiple databases. EDBT 2008: 380-391 | |
47 | Jie Tang, Ruoming Jin, Jing Zhang: A Topic Modeling Approach and Its Integration into the Random Walk Framework for Academic Search. ICDM 2008: 1055-1060 | |
46 | Ruoming Jin, Yang Xiang, David Fuhry, Feodor F. Dragan: Overlapping Matrix Pattern Visualization: A Hypergraph Approach. ICDM 2008: 313-322 | |
45 | Ruoming Jin, Muad Abu-Ata, Yang Xiang, Ning Ruan: Effective and efficient itemset pattern summarization: regression-based approaches. KDD 2008: 399-407 | |
44 | Yang Xiang, Ruoming Jin, David Fuhry, Feodor F. Dragan: Succinct summarization of transactional databases: an overlapped hyperrectangle scheme. KDD 2008: 758-766 | |
43 | Ruoming Jin, Yang Xiang, Ning Ruan, Haixun Wang: Efficiently answering reachability queries on very large directed graphs. SIGMOD Conference 2008: 595-608 | |
42 | Fan Wang, Gagan Agrawal, Ruoming Jin: Query Planning for Searching Inter-dependent Deep-Web Databases. SSDBM 2008: 24-41 | |
41 | Leonid Glimcher, Ruoming Jin, Gagan Agrawal: Middleware for data mining applications on clusters and grids. J. Parallel Distrib. Comput. 68(1): 37-53 (2008) | |
40 | Xingquan Zhu, Ruoming Jin, Yuri Breitbart, Gagan Agrawal: MMIS07, 08: mining multiple information sources workshop report. SIGKDD Explorations 10(2): 61-65 (2008) | |
2007 | ||
39 | Fan Wang, Ruoming Jin, Gagan Agrawal, Helen Piontkivska: Graph and Topological Structure Mining on Scientific Articles. BIBE 2007: 1318-1322 | |
38 | Fan Wang, Gagan Agrawal, Ruoming Jin, Helen Piontkivska: SNPMiner: A Domain-Specific Deep Web Mining Tool. BIBE 2007: 192-199 | |
37 | Ruoming Jin, Yuri Breitbart, Chibuike Muoh: Data Discretization Unification. ICDM 2007: 183-192 | |
36 | Ruoming Jin, Scott McCallen, Eivind Almaas: Trend Motif: A Graph Mining Approach for Analysis of Dynamic Complex Networks. ICDM 2007: 541-546 | |
2006 | ||
35 | Xuan Zhang, Ruoming Jin, Gagan Agrawal: Assigning Schema Labels Using Ontology And Hueristics. BIBE 2006: 269-280 | |
34 | Kaushik Sinha, Ruoming Jin, Gagan Agrawal, Helen Piontkivska: Exploratory Tools for FollowUp Studies to Microarray Experiments. BIBE 2006: 81-85 | |
33 | Chao Wang, Srinivasan Parthasarathy, Ruoming Jin: A Decomposition-Based Probabilistic Framework for Estimating the Selectivity of XML Twig Queries. EDBT 2006: 533-551 | |
32 | Ruoming Jin, Gagan Agrawal: Systematic Approach for Optimizing Complex Mining Tasks on Multiple Databases. ICDE 2006: 17 | |
31 | Ruoming Jin, Leonid Glimcher, Chris Jermaine, Gagan Agrawal: New Sampling-Based Estimators for OLAP Queries. ICDE 2006: 18 | |
30 | Leonid Glimcher, Ruoming Jin, Gagan Agrawal: FREERIDE-G: Supporting Applications that Mine Remote. ICPP 2006: 109-118 | |
29 | Ruoming Jin, Anjan Goswami, Gagan Agrawal: Fast and exact out-of-core and distributed k-means clustering. Knowl. Inf. Syst. 10(1): 17-40 (2006) | |
2005 | ||
28 | Kaushik Sinha, Xuan Zhang, Ruoming Jin, Gagan Agrawal: Using Data Mining Techniques to Learn Layouts of Flat-File Biological Datasets. BIBE 2005: 177-184 | |
27 | Kaushik Sinha, Xuan Zhang, Ruoming Jin, Gagan Agrawal: Learning Layouts of Biological Datasets Semi-automatically. DILS 2005: 31-45 | |
26 | Ruoming Jin, Gagan Agrawal: An Algorithm for In-Core Frequent Itemset Mining on Streaming Data. ICDM 2005: 210-217 | |
25 | Leonid Glimcher, Gagan Agrawal, Sameep Mehta, Ruoming Jin, Raghu Machiraju: Parallelizing a Defect Detection and Categorization Application. IPDPS 2005 | |
24 | Ruoming Jin, Kaushik Sinha, Gagan Agrawal: Simultaneous optimization of complex mining tasks with a knowledgeable cache. KDD 2005: 600-605 | |
23 | Ruoming Jin, Chao Wang, Dmitrii Polshakov, Srinivasan Parthasarathy, Gagan Agrawal: Discovering frequent topological structures from graph datasets. KDD 2005: 606-611 | |
22 | Ruoming Jin, Ge Yang, Gagan Agrawal: Shared Memory Parallelization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. IEEE Trans. Knowl. Data Eng. 17(1): 71-89 (2005) | |
21 | Ruoming Jin, Karthikeyan Vaidyanathan, Ge Yang, Gagan Agrawal: Communication and Memory Optimal Parallel Data Cube Construction. IEEE Trans. Parallel Distrib. Syst. 16(12): 1105-1119 (2005) | |
20 | Ruoming Jin, Gagan Agrawal: A methodology for detailed performance modeling of reduction computations on SMP machines. Perform. Eval. 60(1-4): 73-105 (2005) | |
2004 | ||
19 | Anjan Goswami, Ruoming Jin, Gagan Agrawal: Fast and Exact Out-of-Core K-Means Clustering. ICDM 2004: 83-90 | |
18 | Ruoming Jin, Karthik Vaidyanathan, Ge Yang, Gagan Agrawal: Using Tiling to Scale Parallel Data Cube Construction. ICPP 2004: 365-372 | |
2003 | ||
17 | Ruoming Jin, Ge Yang, Gagan Agrawal: Parallel Data Cube Construction: Algorithms, Theoretical Analysis, and Experimental Evaluation. HiPC 2003: 74-84 | |
16 | Ruoming Jin, Ge Yang, Karthik Vaidyanathan, Gagan Agrawal: Communication and Memory Optimal Parallel Data Cube Construction. ICPP 2003: 573-580 | |
15 | Ge Yang, Ruoming Jin, Gagan Agrawal: Impact of Data Distribution, Level of Parallelism, and Communication Frequency on Parallel Data Cube Construction. IPDPS 2003: 66 | |
14 | Xiaogang Li, Ruoming Jin, Gagan Agrawal: A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms. IPDPS 2003: 7 | |
13 | Ruoming Jin, Gagan Agrawal: Efficient decision tree construction on streaming data. KDD 2003: 571-576 | |
12 | Ruoming Jin, Gagan Agrawal: Communication and Memory Efficient Parallel Decision Tree Construction. SDM 2003 | |
11 | Ge Yang, Ruoming Jin, Gagan Agrawal: Implementing data cube construction using a cluster middleware: algorithms, implementation experience, and performance evaluation. Future Generation Comp. Syst. 19(4): 533-550 (2003) | |
2002 | ||
10 | Ge Yang, Ruoming Jin, Gagan Agrawal: Implementing Data Cube Construction using a Cluster Middleware: Algorithms, Implementation Experience, and Performance Evaluation. CCGRID 2002: 84-92 | |
9 | Ruoming Jin, Gagan Agrawal: Shared Memory Parallelization of Decision Tree Construction Using a General Data Mining Middleware. Euro-Par 2002: 346-354 | |
8 | Ruoming Jin, Gagan Agrawal: Design and Evaluation of a High-Level Interface for Data Mining. IPDPS 2002 | |
7 | Xiaogang Li, Ruoming Jin, Gagan Agrawal: Compiler and Runtime Support for Shared Memory Parallelization of Data Mining Algorithms. LCPC 2002: 265-279 | |
6 | Ruoming Jin, Gagan Agrawal: Shared Memory Paraellization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. SDM 2002 | |
5 | Ruoming Jin, Gagan Agrawal: Performance prediction for random write reductions: a case study in modeling shared memory programs. SIGMETRICS 2002: 117-128 | |
2001 | ||
4 | Ruoming Jin, Gagan Agrawal: An efficient association mining implementation on clusters of SMP. IPDPS 2001: 156 | |
3 | Gagan Agrawal, Ruoming Jin, Xiaogang Li: Compiler and Middleware Support for Scalable Data Mining. LCPC 2001: 33-51 | |
2000 | ||
2 | Renato Ferreira, Gagan Agrawal, Ruoming Jin, Joel H. Saltz: Compiling Data Intensive Applications with Spatial Coordinates. LCPC 2000: 339-354 | |
1 | Gagan Agrawal, Renato Ferreira, Ruoming Jin, Joel H. Saltz: High Level Programming Methodologies for Data Intensive Computations. LCR 2000: 32-43 |