| 2013 | ||
|---|---|---|
| i5 | Yan Huang, Ruoming Jin, Favyen Bastani, Xiaoyang Sean Wang: Large Scale Real-time Ridesharing with Service Guarantee on Road Networks. CoRR abs/1302.6666 (2013) | |
| 2012 | ||
| c66 | Lin Liu, Ruoming Jin, Charu C. Aggarwal, Yelong Shen: Reliable Clustering on Uncertain Graphs. ICDM 2012: 459-468 | |
| c65 | Yelong Shen, Ruoming Jin, Dejing Dou, Nafisa Afrin Chowdhury, Junfeng Sun, Brigitte Piniewski, David Kil: Socialized Gaussian Process Model for Human Behavior Prediction in a Health Social Network. ICDM 2012: 1110-1115 | |
| c64 | Yelong Shen, Ruoming Jin: Learning personal + social latent factor model for social recommendation. KDD 2012: 1303-1311 | |
| c63 | Yang Xiang, David Fuhry, Ruoming Jin, Ye Zhao, Kun Huang: Visualizing Clusters in Parallel Coordinates for Visual Knowledge Discovery. PAKDD (1) 2012: 505-516 | |
| c62 | Ruoming Jin, Ning Ruan, Saikat Dey, Jeffrey Xu Yu: SCARAB: scaling reachability computation on large graphs. SIGMOD Conference 2012: 169-180 | |
| c61 | Ruoming Jin, Ning Ruan, Yang Xiang, Victor E. Lee: A highway-centric labeling approach for answering distance queries on large sparse graphs. SIGMOD Conference 2012: 445-456 | |
| c60 | Bolin Ding, Haixun Wang, Ruoming Jin, Jiawei Han, Zhongyuan Wang: Optimizing index for taxonomy keyword search. SIGMOD Conference 2012: 493-504 | |
| i4 | Jun Gao, Ruoming Jin, Jiashuai Zhou, Jeffrey Xu Yu, Xiao Jiang, Tengjiao Wang: Relational Approach for Shortest Path Discovery over Large Graphs. CoRR abs/1201.0232 (2012) | |
| i3 | Ning Ruan, Ruoming Jin, Crown Guan Wang, Kun Huang: Network Backbone Discovery Using Edge Clustering. CoRR abs/1202.1842 (2012) | |
| 2011 | ||
| j15 | Yang Xiang, Ruoming Jin, David Fuhry, Feodor F. Dragan: Summarizing transactional databases with overlapped hyperrectangles. Data Min. Knowl. Discov. 23(2): 215-251 (2011) | |
| j14 | Jie Tang, Jing Zhang, Ruoming Jin, Zi Yang, Keke Cai, Li Zhang, Zhong Su: Topic level expertise search over heterogeneous networks. Machine Learning 82(2): 211-237 (2011) | |
| j13 | Ruoming Jin, Lin Liu, Bolin Ding, Haixun Wang: Distance-Constraint Reachability Computation in Uncertain Graphs. PVLDB 4(9): 551-562 (2011) | |
| j12 | Jun Gao, Ruoming Jin, Jiashuai Zhou, Jeffrey Xu Yu, Xiao Jiang, Tengjiao Wang: Relational Approach for Shortest Path Discovery over Large Graphs. PVLDB 5(4): 358-369 (2011) | |
| j11 | Ruoming Jin, Ning Ruan, Yang Xiang, Haixun Wang: Path-tree: An efficient reachability indexing scheme for large directed graphs. ACM Trans. Database Syst. 36(1): 7 (2011) | |
| c59 | Jianwei Cui, Hongyan Liu, Jun Yan, Lei Ji, Ruoming Jin, Jun He, Yingqin Gu, Zheng Chen, Xiaoyong Du: Multi-view random walk framework for search task discovery from click-through log. CIKM 2011: 135-140 | |
| c58 | Haishan Liu, Paea LePendu, Ruoming Jin, Dejing Dou: A Hypergraph-based Method for Discovering Semantically Associated Itemsets. ICDM 2011: 398-406 | |
| c57 | ||
| c56 | Ruoming Jin, Victor E. Lee, Hui Hong: Axiomatic ranking of network role similarity. KDD 2011: 922-930 | |
| c55 | Ruoming Jin, Lin Liu, Charu C. Aggarwal: Discovering highly reliable subgraphs in uncertain graphs. KDD 2011: 992-1000 | |
| c54 | Jun Gao, Jeffrey Xu Yu, Ruoming Jin, Jiashuai Zhou, Tengjiao Wang, Dongqing Yang: Neighborhood-privacy protected shortest distance computing in cloud. SIGMOD Conference 2011: 409-420 | |
| i2 | Ruoming Jin, Victor E. Lee, Hui Hong: Axiomatic Ranking of Network Role Similarity. CoRR abs/1102.3937 (2011) | |
| i1 | Ning Ruan, Ruoming Jin, Yan Huang: Distance Preserving Graph Simplification. CoRR abs/1110.0517 (2011) | |
| 2010 | ||
| j10 | Jie Zhang, Yang Xiang, Liya Ding, Kristin Keen-Circle, Tara Borlawsky, Hatice Gulcin Ozer, Ruoming Jin, Philip R. O. Payne, Kun Huang: Using gene co-expression network analysis to predict biomarkers for chronic lymphocytic leukemia. BMC Bioinformatics 11(S-9): S5 (2010) | |
| j9 | Charu C. Aggarwal, Yao Li, Philip S. Yu, Ruoming Jin: On Dense Pattern Mining in Graph Streams. PVLDB 3(1): 975-984 (2010) | |
| c53 | Qiankun Zhao, Yuan Tian, Qi He, Nuria Oliver, Ruoming Jin, Wang-Chien Lee: Communication motifs: a tool to characterize social communications. CIKM 2010: 1645-1648 | |
| c52 | Ruoming Jin, Hui Hong, Haixun Wang, Ning Ruan, Yang Xiang: Computing label-constraint reachability in graph databases. SIGMOD Conference 2010: 123-134 | |
| p2 | Victor E. Lee, Ning Ruan, Ruoming Jin, Charu C. Aggarwal: A Survey of Algorithms for Dense Subgraph Discovery. Managing and Mining Graph Data 2010: 303-336 | |
| 2009 | ||
| j8 | Ruoming Jin, Yuri Breitbart, Chibuike Muoh: Data discretization unification. Knowl. Inf. Syst. 19(1): 1-29 (2009) | |
| c51 | Ruoming Jin, Scott McCallen, Yuri Breitbart, David Fuhry, Dong Wang: Estimating the number of frequent itemsets in a large database. EDBT 2009: 505-516 | |
| c50 | David Fuhry, Ruoming Jin, Donghui Zhang: Efficient skyline computation in metric space. EDBT 2009: 1042-1051 | |
| c49 | Ruoming Jin, Yuri Breitbart, Rong Li: A Tree-Based Framework for Difference Summarization. ICDM 2009: 209-218 | |
| c48 | Ning Ruan, Ruoming Jin, Victor E. Lee, Kun Huang: A Sparsification Approach for Temporal Graphical Model Decomposition. ICDM 2009: 447-456 | |
| c47 | ||
| c46 | Jie Zhang, Kun Huang, Yang Xiang, Ruoming Jin: Using Frequent Co-expression Network to Identify Gene Clusters for Breast Cancer Prognosis. IJCBS 2009: 428-434 | |
| c45 | Ruoming Jin, Yang Xiang, Lin Liu: Cartesian contour: a concise representation for a collection of frequent sets. KDD 2009: 417-426 | |
| c44 | 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 | |
| c43 | Ruoming Jin, Scott McCallen, Chun-Chi Liu, Yang Xiang, Eivind Almaas, Xianghong Jasmine Zhou: Identifying Dynamic Network Modules with Temporal and Spatial Constraints. Pacific Symposium on Biocomputing 2009: 203-214 | |
| c42 | Ruoming Jin, Yang Xiang, Ning Ruan, David Fuhry: 3-HOP: a high-compression indexing scheme for reachability query. SIGMOD Conference 2009: 813-826 | |
| 2008 | ||
| j7 | Leonid Glimcher, Ruoming Jin, Gagan Agrawal: Middleware for data mining applications on clusters and grids. J. Parallel Distrib. Comput. 68(1): 37-53 (2008) | |
| j6 | Xingquan Zhu, Ruoming Jin, Yuri Breitbart, Gagan Agrawal: MMIS07, 08: mining multiple information sources workshop report. SIGKDD Explorations 10(2): 61-65 (2008) | |
| c41 | Ruoming Jin, David Fuhry, Abdulkareem Alali: Cost-based query optimization for complex pattern mining on multiple databases. EDBT 2008: 380-391 | |
| c40 | Ruoming Jin, Yang Xiang, David Fuhry, Feodor F. Dragan: Overlapping Matrix Pattern Visualization: A Hypergraph Approach. ICDM 2008: 313-322 | |
| c39 | 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 | |
| c38 | Ruoming Jin, Muad Abu-Ata, Yang Xiang, Ning Ruan: Effective and efficient itemset pattern summarization: regression-based approaches. KDD 2008: 399-407 | |
| c37 | Yang Xiang, Ruoming Jin, David Fuhry, Feodor F. Dragan: Succinct summarization of transactional databases: an overlapped hyperrectangle scheme. KDD 2008: 758-766 | |
| c36 | Ruoming Jin, Yang Xiang, Ning Ruan, Haixun Wang: Efficiently answering reachability queries on very large directed graphs. SIGMOD Conference 2008: 595-608 | |
| c35 | Fan Wang, Gagan Agrawal, Ruoming Jin: Query Planning for Searching Inter-dependent Deep-Web Databases. SSDBM 2008: 24-41 | |
| 2007 | ||
| c34 | Fan Wang, Gagan Agrawal, Ruoming Jin, Helen Piontkivska: SNPMiner: A Domain-Specific Deep Web Mining Tool. BIBE 2007: 192-199 | |
| c33 | Fan Wang, Ruoming Jin, Gagan Agrawal, Helen Piontkivska: Graph and Topological Structure Mining on Scientific Articles. BIBE 2007: 1318-1322 | |
| c32 | ||
| c31 | Ruoming Jin, Scott McCallen, Eivind Almaas: Trend Motif: A Graph Mining Approach for Analysis of Dynamic Complex Networks. ICDM 2007: 541-546 | |
| p1 | Ruoming Jin, Gagan Agrawal: Frequent Pattern Mining in Data Streams. Data Streams - Models and Algorithms 2007: 61-84 | |
| 2006 | ||
| j5 | 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) | |
| c30 | Kaushik Sinha, Ruoming Jin, Gagan Agrawal, Helen Piontkivska: Exploratory Tools for FollowUp Studies to Microarray Experiments. BIBE 2006: 81-85 | |
| c29 | Xuan Zhang, Ruoming Jin, Gagan Agrawal: Assigning Schema Labels Using Ontology And Hueristics. BIBE 2006: 269-280 | |
| c28 | Chao Wang, Srinivasan Parthasarathy, Ruoming Jin: A Decomposition-Based Probabilistic Framework for Estimating the Selectivity of XML Twig Queries. EDBT 2006: 533-551 | |
| c27 | Ruoming Jin, Gagan Agrawal: Systematic Approach for Optimizing Complex Mining Tasks on Multiple Databases. ICDE 2006: 17 | |
| c26 | Ruoming Jin, Leonid Glimcher, Chris Jermaine, Gagan Agrawal: New Sampling-Based Estimators for OLAP Queries. ICDE 2006: 18 | |
| c25 | Leonid Glimcher, Ruoming Jin, Gagan Agrawal: FREERIDE-G: Supporting Applications that Mine Remote. ICPP 2006: 109-118 | |
| 2005 | ||
| j4 | Ruoming Jin, Gagan Agrawal: A methodology for detailed performance modeling of reduction computations on SMP machines. Perform. Eval. 60(1-4): 73-105 (2005) | |
| j3 | 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) | |
| j2 | 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) | |
| c24 | Kaushik Sinha, Xuan Zhang, Ruoming Jin, Gagan Agrawal: Using Data Mining Techniques to Learn Layouts of Flat-File Biological Datasets. BIBE 2005: 177-184 | |
| c23 | Kaushik Sinha, Xuan Zhang, Ruoming Jin, Gagan Agrawal: Learning Layouts of Biological Datasets Semi-automatically. DILS 2005: 31-45 | |
| c22 | Ruoming Jin, Gagan Agrawal: An Algorithm for In-Core Frequent Itemset Mining on Streaming Data. ICDM 2005: 210-217 | |
| c21 | Leonid Glimcher, Gagan Agrawal, Sameep Mehta, Ruoming Jin, Raghu Machiraju: Parallelizing a Defect Detection and Categorization Application. IPDPS 2005 | |
| c20 | Ruoming Jin, Kaushik Sinha, Gagan Agrawal: Simultaneous optimization of complex mining tasks with a knowledgeable cache. KDD 2005: 600-605 | |
| c19 | Ruoming Jin, Chao Wang, Dmitrii Polshakov, Srinivasan Parthasarathy, Gagan Agrawal: Discovering frequent topological structures from graph datasets. KDD 2005: 606-611 | |
| 2004 | ||
| c18 | Anjan Goswami, Ruoming Jin, Gagan Agrawal: Fast and Exact Out-of-Core K-Means Clustering. ICDM 2004: 83-90 | |
| c17 | Ruoming Jin, Karthik Vaidyanathan, Ge Yang, Gagan Agrawal: Using Tiling to Scale Parallel Data Cube Construction. ICPP 2004: 365-372 | |
| 2003 | ||
| j1 | 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) | |
| c16 | Ruoming Jin, Ge Yang, Gagan Agrawal: Parallel Data Cube Construction: Algorithms, Theoretical Analysis, and Experimental Evaluation. HiPC 2003: 74-84 | |
| c15 | Ruoming Jin, Ge Yang, Karthik Vaidyanathan, Gagan Agrawal: Communication and Memory Optimal Parallel Data Cube Construction. ICPP 2003: 573-580 | |
| c14 | Xiaogang Li, Ruoming Jin, Gagan Agrawal: A Compilation Framework for Distributed Memory Parallelization of Data Mining Algorithms. IPDPS 2003: 7 | |
| c13 | Ge Yang, Ruoming Jin, Gagan Agrawal: Impact of Data Distribution, Level of Parallelism, and Communication Frequency on Parallel Data Cube Construction. IPDPS 2003: 66 | |
| c12 | Ruoming Jin, Gagan Agrawal: Efficient decision tree construction on streaming data. KDD 2003: 571-576 | |
| c11 | Ruoming Jin, Gagan Agrawal: Communication and Memory Efficient Parallel Decision Tree Construction. SDM 2003 | |
| 2002 | ||
| c10 | Ge Yang, Ruoming Jin, Gagan Agrawal: Implementing Data Cube Construction using a Cluster Middleware: Algorithms, Implementation Experience, and Performance Evaluation. CCGRID 2002: 84-92 | |
| c9 | Ruoming Jin, Gagan Agrawal: Shared Memory Parallelization of Decision Tree Construction Using a General Data Mining Middleware. Euro-Par 2002: 346-354 | |
| c8 | Ruoming Jin, Gagan Agrawal: Design and Evaluation of a High-Level Interface for Data Mining. IPDPS 2002 | |
| c7 | Xiaogang Li, Ruoming Jin, Gagan Agrawal: Compiler and Runtime Support for Shared Memory Parallelization of Data Mining Algorithms. LCPC 2002: 265-279 | |
| c6 | Ruoming Jin, Gagan Agrawal: Shared Memory Paraellization of Data Mining Algorithms: Techniques, Programming Interface, and Performance. SDM 2002 | |
| c5 | Ruoming Jin, Gagan Agrawal: Performance prediction for random write reductions: a case study in modeling shared memory programs. SIGMETRICS 2002: 117-128 | |
| 2001 | ||
| c4 | Ruoming Jin, Gagan Agrawal: An efficient association mining implementation on clusters of SMP. IPDPS 2001: 156 | |
| c3 | Gagan Agrawal, Ruoming Jin, Xiaogang Li: Compiler and Middleware Support for Scalable Data Mining. LCPC 2001: 33-51 | |
| 2000 | ||
| c2 | Renato Ferreira, Gagan Agrawal, Ruoming Jin, Joel H. Saltz: Compiling Data Intensive Applications with Spatial Coordinates. LCPC 2000: 339-354 | |
| c1 | Gagan Agrawal, Renato Ferreira, Ruoming Jin, Joel H. Saltz: High Level Programming Methodologies for Data Intensive Computations. LCR 2000: 32-43 | |
Data released under the ODC-BY 1.0 license — See also our legal information page