| 2011 |
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| 72 | DBAR: an efficient routing algorithm to support multiple concurrent applications in networks-on-chip. Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang. ISCA 2011, 413-424. Web SearchBibTeXDownload |
| 71 | A practical low-latency router architecture with wing channel for on-chip network. Ming-che Lai, Lei Gao, Sheng Ma, Nong Xiao, Zhiying Wang. Microprocessors and Microsystems - Embedded Hardware Design (35): 98-109 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 70 | On combining multiple clusterings: an overview and a new perspective. Tao Li, Mitsunori Ogihara, Sheng Ma. Appl. Intell. (33): 207-219 (2010). Web SearchBibTeXDownload |
| 69 | Wavelet Methods in Data Mining. Tao Li, Sheng Ma, Mitsunori Ogihara. Data Mining and Knowledge Discovery Handbook 2010, 553-571. Web SearchBibTeXDownload |
| 68 | SIF: Overcoming the limitations of SIMD devices via implicit permutation. Libo Huang, Li Shen, Zhiying Wang, Wei Shi, Nong Xiao, Sheng Ma. HPCA 2010, 1-12. Web SearchBibTeXDownload |
| 67 | An Integrated Data-Driven Framework for Computing System Management. Tao Li, Wei Peng, Charles Perng, Sheng Ma, Haixun Wang. IEEE Transactions on Systems, Man, and Cybernetics, Part A (40): 90-99 (2010). Web SearchBibTeXDownload |
| 2009 |
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| 66 | On Clustering Techniques. Sheng Ma, Tao Li. Encyclopedia of Data Warehousing and Mining 2009, 264-268. Web SearchBibTeXDownload |
| 65 | Implementation of OpenVG Path and Paint Algorithms on Synchronous Data Triggered Architecture with Optimization. Sheng Ma, Libo Huang, Zhiying Wang, Kui Dai. NAS 2009, 379-385. Web SearchBibTeXDownload |
| 2008 |
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| 64 | Periodic and Subharmonic Solutions for a Class of Local Nonquadratic Second-Order Hamiltonian Systems. Qin Jiang, Sheng Ma. CSSE (2) 2008, 818-821. Web SearchBibTeXDownload |
| 63 | Guest editorial: special issue on temporal data mining: theory, algorithms and applications. Tao Li, Chang-Shing Perng, Sheng Ma. Data Min. Knowl. Discov. (16): 1-3 (2008). Web SearchBibTeXDownload |
| 62 | Top-k Correlation Computation. Hui Xiong, Wenjun Zhou, Mark Brodie, Sheng Ma. INFORMS Journal on Computing (20): 539-552 (2008). Web SearchBibTeXDownload |
| 2007 |
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| 61 | Locally adaptive metrics for clustering high dimensional data. Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos. Data Min. Knowl. Discov. (14): 63-97 (2007). Cited by 33Web SearchBibTeXDownload |
| 2006 |
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| 60 | Recommendation on Item Graphs. Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li. ICDM 2006, 1119-1123. Web SearchBibTeXDownload |
| 59 | Fast Relevance Discovery in Time Series. Chang-Shing Perng, Haixun Wang, Sheng Ma. ICDM 2006, 1016-1020. Web SearchBibTeXDownload |
| 58 | TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. Hui Xiong, Mark Brodie, Sheng Ma. ICDM 2006, 1162-1166. Web SearchBibTeXDownload |
| 2005 |
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| 57 | Quickly Finding Known Software Problems via Automated Symptom Matching. Mark Brodie, Sheng Ma, Guy M. Lohman, Laurent Mignet, Natwar Modani, Mark Wilding, Jon Champlin, Peter Sohn. ICAC 2005, 101-110. Cited by 27Web SearchBibTeXDownload |
| 56 | PICCIL: Interactive Learning to Support Log File Categorization. David Loewenstern, Sheng Ma, Abdi Salahshour. ICAC 2005, 311-312. Web SearchBibTeXDownload |
| 55 | Mining Logs Files for Computing System Management. Wei Peng, Tao Li, Sheng Ma. ICAC 2005, 309-310. Web SearchBibTeXDownload |
| 54 | Adaptive diagnosis in distributed systems. Irina Rish, Mark Brodie, Sheng Ma, Natalia Odintsova, Alina Beygelzimer, Genady Grabarnik, Karina Hernandez. IEEE Transactions on Neural Networks (16): 1088-1109 (2005). Web SearchBibTeXDownload |
| 53 | Data-driven monitoring design of service level and resource utilization. Chang-Shing Perng, Sheng Ma, S. Lin, David Thoenen. Integrated Network Management 2005, 89-101. Web SearchBibTeXDownload |
| 52 | Test-based diagnosis: tree and matrix representations. Alina Beygelzimer, Mark Brodie, Sheng Ma, Irina Rish. Integrated Network Management 2005, 529-542. Web SearchBibTeXDownload |
| 51 | Automated Problem Determination using Call-Stack Matching. Mark Brodie, Sheng Ma, Leonid Rachevsky, Jon Champlin. J. Network Syst. Manage. (13): 219-237 (2005). Web SearchBibTeXDownload |
| 50 | An integrated framework on mining logs files for computing system management. Tao Li, Feng Liang, Sheng Ma, Wei Peng. KDD 2005, 776-781. Web SearchBibTeXDownload |
| 49 | Demand-driven frequent itemset mining using pattern structures. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu. Knowl. Inf. Syst. (8): 82-102 (2005). Cited by 5Web SearchBibTeXDownload |
| 48 | Statictical Models for Unequally Spaced Time Series. Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish. SDM 2005. Web SearchBibTeX |
| 47 | Mining logs files for data-driven system management. Wei Peng, Tao Li, Sheng Ma. SIGKDD Explorations (7): 44-51 (2005). Web SearchBibTeXDownload |
| 46 | Wavelet Methods in Data Mining. Tao Li, Sheng Ma, Mitsunori Ogihara. The Data Mining and Knowledge Discovery Handbook 2005, 603-626. Web SearchBibTeX |
| 2004 |
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| 45 | On combining multiple clusterings. Tao Li, Mitsunori Ogihara, Sheng Ma. CIKM 2004, 294-303. Web SearchBibTeXDownload |
| 44 | Generic Adapter Logging Toolkit. Genady Grabarnik, Abdi Salahshour, Balan Subramanian, Sheng Ma. ICAC 2004, 308-309. Web SearchBibTeXDownload |
| 43 | Mining Temporal Patterns Without Predefined Time Windows. Tao Li, Sheng Ma. ICDM 2004, 451-454. Web SearchBibTeXDownload |
| 42 | Entropy-based criterion in categorical clustering. Tao Li, Sheng Ma, Mitsunori Ogihara. ICML 2004. Web SearchBibTeXDownload |
| 41 | Real-time problem determination in distributed systems using active probing. Irina Rish, Mark Brodie, Natalia Odintsova, Sheng Ma, Genady Grabarnik. NOMS (1) 2004, 133-146. Web SearchBibTeXDownload |
| 40 | IFD: Iterative Feature and Data Clustering. Tao Li, Sheng Ma. SDM 2004. Web SearchBibTeXDownload |
| 39 | Subspace Clustering of High Dimensional Data. Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma. SDM 2004. Cited by 53Web SearchBibTeXDownload |
| 38 | Document clustering via adaptive subspace iteration. Tao Li, Sheng Ma, Mitsunori Ogihara. SIGIR 2004, 218-225. Web SearchBibTeXDownload |
| 2003 |
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| 37 | Clustering gene expression data in SQL using locally adaptive metrics. Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma. DMKD 2003, 35-41. Cited by 8Web SearchBibTeXDownload |
| 36 | Is random model better? On its accuracy and efficiency. Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma. ICDM 2003, 51-58. Web SearchBibTeXDownload |
| 35 | Active Probing Strategies for Problem Diagnosis in Distributed Systems. Mark Brodie, Irina Rish, Sheng Ma, Natalia Odintsova. IJCAI 2003, 1337-1338. Web SearchBibTeX |
| 34 | Critical event prediction for proactive management in large-scale computer clusters. Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta, Anand Sivasubramaniam. KDD 2003, 426-435. Web SearchBibTeXDownload |
| 33 | Data-driven validation, completion and construction of event relationship networks. Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein. KDD 2003, 729-734. Cited by 6Web SearchBibTeXDownload |
| 2002 |
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| 32 | Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. Irina Rish, Mark Brodie, Sheng Ma. AAAI/IAAI 2002, 560-566. Web SearchBibTeX |
| 31 | Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. Mark Brodie, Irina Rish, Sheng Ma. IBM Systems Journal (41): 372-385 (2002). Web SearchBibTeXDownload |
| 30 | Discovering actionable patterns in event data. Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng. IBM Systems Journal (41): 475-493 (2002). Cited by 36Web SearchBibTeXDownload |
| 29 | Predictive algorithms in the management of computer systems. Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss. IBM Systems Journal (41): 461-474 (2002). Cited by 56Web SearchBibTeXDownload |
| 28 | Applying machine learning to automated information graphics generation. Michelle X. Zhou, Sheng Ma, Ying Feng. IBM Systems Journal (41): 504-523 (2002). Web SearchBibTeXDownload |
| 27 | Predicting Rare Events In Temporal Domains. Ricardo Vilalta, Sheng Ma. ICDM 2002, 474-481. Web SearchBibTeXDownload |
| 26 | Progressive and Interactive Analysis of Event Data Using Event Miner. Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik. ICDM 2002, 661-664. Cited by 4Web SearchBibTeXDownload |
| 25 | User-directed Exploration of Mining Space with Multiple Attributes. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein. ICDM 2002, 394-401. Cited by 1Web SearchBibTeXDownload |
| 24 | Mining Associations by Pattern Structure in Large Relational Tables. Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu. ICDM 2002, 482-489. Cited by 4Web SearchBibTeXDownload |
| 23 | Web Application Performance: Realistic Work Load for Stress Test. Mark M. Maccabee, Sheng Ma. Int. CMG Conference 2002, 353-362. Web SearchBibTeX |
| 22 | Fast ordering of large categorical datasets for visualization. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma. Intell. Data Anal. (6): 379-395 (2002). Web SearchBibTeXDownload |
| 21 | A Classification Approach for Prediction of Target Events in Temporal Sequences. Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma. PKDD 2002, 125-137. Web SearchBibTeXDownload |
| 20 | Discovering Fully Dependent Patterns. Feng Liang, Sheng Ma, Joseph L. Hellerstein. SDM 2002. Cited by 2Web SearchBibTeXDownload |
| 19 | Discovery in multi-attribute data with user-defined constraints. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein. SIGKDD Explorations (4): 56-64 (2002). Cited by 16Web SearchBibTeXDownload |
| 2001 |
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| 18 | Optimizing Probe Selection for Fault Localization. Mark Brodie, Irina Rish, Sheng Ma. DSOM 2001, 88-98. Web SearchBibTeXDownload |
| 17 | Rule Induction of Computer Events. Ricardo Vilalta, Sheng Ma, Joseph L. Hellerstein. DSOM 2001, 75-86. Web SearchBibTeXDownload |
| 16 | Mining Partially Periodic Event Patterns with Unknown Periods. Sheng Ma, Joseph L. Hellerstein. ICDE 2001, 205-214. Cited by 89Web SearchBibTeXDownload |
| 15 | Mining Mutually Dependent Patterns. Sheng Ma, Joseph L. Hellerstein. ICDM 2001, 409-416. Cited by 28Web SearchBibTeXDownload |
| 14 | FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein. ICDM 2001, 449-456. Cited by 19Web SearchBibTeXDownload |
| 13 | Modeling heterogeneous network traffic in wavelet domain. Sheng Ma, Chuanyi Ji. IEEE/ACM Trans. Netw. (9): 634-649 (2001). Web SearchBibTeXDownload |
| 12 | Towards Discovery of Event Correlation Rules. L. Burns, Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng, David A. Rabenhorst, David J. Taylor. Integrated Network Management 2001, 345-359. Web SearchBibTeXDownload |
| 11 | Fast ordering of large categorical datasets for better visualization. Alina Beygelzimer, Chang-Shing Perng, Sheng Ma. KDD 2001, 239-244. Web SearchBibTeXDownload |
| 2000 |
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| 10 | Scalable Visualization of Event Data. David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma. DSOM 2000, 47-58. Cited by 1Web SearchBibTeXDownload |
| 9 | Mining Event Data for Actionable Patterns. Joseph L. Hellerstein, Sheng Ma. Int. CMG Conference 2000, 307-318. Cited by 24Web SearchBibTeX |
| 1999 |
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| 8 | EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. Sheng Ma, Joseph L. Hellerstein. DSOM 1999, 285-296. Cited by 16Web SearchBibTeXDownload |
| 7 | Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic. Chuanyi Ji, Sheng Ma, Xusheng Tian. INFOCOM 1999, 170-177. Web SearchBibTeX |
| 1998 |
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| 6 | Fast training of recurrent networks based on the EM algorithm. Sheng Ma, Chuanyi Ji. IEEE Transactions on Neural Networks (9): 11-26 (1998). Web SearchBibTeXDownload |
| 5 | A unified approach on fast training of feedforward and recurrent networks using EM algorithm. Sheng Ma, Chuanyi Ji. IEEE Transactions on Signal Processing (46): 2270-2274 (1998). Web SearchBibTeXDownload |
| 4 | Modeling Video Traffic in the Wavelet Domain. Sheng Ma, Chuanyi Ji. INFOCOM 1998, 201-208. Web SearchBibTeX |
| 1997 |
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| 3 | An Efficient EM-based Training Algorithm for Feedforward Neural Networks. Sheng Ma, Chuanyi Ji, James Farmer. Neural Networks (10): 243-256 (1997). Web SearchBibTeXDownload |
| 2 | Wavelet Models for Video Time-Series. Sheng Ma, Chuanyi Ji. NIPS 1997. Web SearchBibTeX |
| 1996 |
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| 1 | Combinations of Weak Classifiers. Chuanyi Ji, Sheng Ma. NIPS 1996, 494-500. Web SearchBibTeXDownload |
