Sheng Ma

	2012
76		Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang: Supporting efficient collective communication in NoCs. HPCA 2012: 165-176
75		Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang: Whole packet forwarding: Efficient design of fully adaptive routing algorithms for networks-on-chip. HPCA 2012: 467-478
74		Libo Huang, Sheng Ma, Li Shen, Zhiying Wang, Nong Xiao: Low-Cost Binary128 Floating-Point FMA Unit Design with SIMD Support. IEEE Trans. Computers 61(5): 745-751 (2012)
	2011
73		Sheng Ma, Natalie D. Enright Jerger, Zhiying Wang: DBAR: an efficient routing algorithm to support multiple concurrent applications in networks-on-chip. ISCA 2011: 413-424
72		Ming-che Lai, Lei Gao, Sheng Ma, Nong Xiao, Zhiying Wang: A practical low-latency router architecture with wing channel for on-chip network. Microprocessors and Microsystems - Embedded Hardware Design 35(2): 98-109 (2011)
	2010
71		Libo Huang, Li Shen, Zhiying Wang, Wei Shi, Nong Xiao, Sheng Ma: SIF: Overcoming the limitations of SIMD devices via implicit permutation. HPCA 2010: 1-12
70		Tao Li, Sheng Ma, Mitsunori Ogihara: Wavelet Methods in Data Mining. Data Mining and Knowledge Discovery Handbook 2010: 553-571
69		Tao Li, Mitsunori Ogihara, Sheng Ma: On combining multiple clusterings: an overview and a new perspective. Appl. Intell. 33(2): 207-219 (2010)
68		Tao Li, Wei Peng, Charles Perng, Sheng Ma, Haixun Wang: An Integrated Data-Driven Framework for Computing System Management. IEEE Transactions on Systems, Man, and Cybernetics, Part A 40(1): 90-99 (2010)
	2009
67		Sheng Ma, Libo Huang, Zhiying Wang, Kui Dai: Implementation of OpenVG Path and Paint Algorithms on Synchronous Data Triggered Architecture with Optimization. NAS 2009: 379-385
66		Sheng Ma, Tao Li: On Clustering Techniques. Encyclopedia of Data Warehousing and Mining 2009: 264-268
	2008
65		Qin Jiang, Sheng Ma: Periodic and Subharmonic Solutions for a Class of Local Nonquadratic Second-Order Hamiltonian Systems. CSSE (2) 2008: 818-821
64		Tao Li, Chang-Shing Perng, Sheng Ma: Guest editorial: special issue on temporal data mining: theory, algorithms and applications. Data Min. Knowl. Discov. 16(1): 1-3 (2008)
63		Hui Xiong, Wenjun Zhou, Mark Brodie, Sheng Ma: Top-k Correlation Computation. INFORMS Journal on Computing 20(4): 539-552 (2008)
	2007
62		Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma, Bojun Yan, Muna Al-Razgan, Dimitris Papadopoulos: Locally adaptive metrics for clustering high dimensional data. Data Min. Knowl. Discov. 14(1): 63-97 (2007)
	2006
61		Chang-Shing Perng, Haixun Wang, Sheng Ma: Fast Relevance Discovery in Time Series. ICDM 2006: 1016-1020
60		Fei Wang, Sheng Ma, Liuzhong Yang, Tao Li: Recommendation on Item Graphs. ICDM 2006: 1119-1123
59		Hui Xiong, Mark Brodie, Sheng Ma: TOP-COP: Mining TOP-K Strongly Correlated Pairs in Large Databases. ICDM 2006: 1162-1166
	2005
58		Mark Brodie, Sheng Ma, Guy M. Lohman, Laurent Mignet, Natwar Modani, Mark Wilding, Jon Champlin, Peter Sohn: Quickly Finding Known Software Problems via Automated Symptom Matching. ICAC 2005: 101-110
57		Wei Peng, Tao Li, Sheng Ma: Mining Logs Files for Computing System Management. ICAC 2005: 309-310
56		David Loewenstern, Sheng Ma, Abdi Salahshour: PICCIL: Interactive Learning to Support Log File Categorization. ICAC 2005: 311-312
55		Alina Beygelzimer, Mark Brodie, Sheng Ma, Irina Rish: Test-based diagnosis: tree and matrix representations. Integrated Network Management 2005: 529-542
54		Chang-Shing Perng, Sheng Ma, S. Lin, David Thoenen: Data-driven monitoring design of service level and resource utilization. Integrated Network Management 2005: 89-101
53		Tao Li, Feng Liang, Sheng Ma, Wei Peng: An integrated framework on mining logs files for computing system management. KDD 2005: 776-781
52		Alina Beygelzimer, Emre Erdogan, Sheng Ma, Irina Rish: Statictical Models for Unequally Spaced Time Series. SDM 2005
51		Tao Li, Sheng Ma, Mitsunori Ogihara: Wavelet Methods in Data Mining. The Data Mining and Knowledge Discovery Handbook 2005: 603-626
50		Irina Rish, Mark Brodie, Sheng Ma, Natalia Odintsova, Alina Beygelzimer, Genady Grabarnik, Karina Hernandez: Adaptive diagnosis in distributed systems. IEEE Transactions on Neural Networks 16(5): 1088-1109 (2005)
49		Mark Brodie, Sheng Ma, Leonid Rachevsky, Jon Champlin: Automated Problem Determination using Call-Stack Matching. J. Network Syst. Manage. 13(2): 219-237 (2005)
48		Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu: Demand-driven frequent itemset mining using pattern structures. Knowl. Inf. Syst. 8(1): 82-102 (2005)
47		Wei Peng, Tao Li, Sheng Ma: Mining logs files for data-driven system management. SIGKDD Explorations 7(1): 44-51 (2005)
	2004
46		Tao Li, Mitsunori Ogihara, Sheng Ma: On combining multiple clusterings. CIKM 2004: 294-303
45		Genady Grabarnik, Abdi Salahshour, Balan Subramanian, Sheng Ma: Generic Adapter Logging Toolkit. ICAC 2004: 308-309
44		Tao Li, Sheng Ma: Mining Temporal Patterns Without Predefined Time Windows. ICDM 2004: 451-454
43		Tao Li, Sheng Ma, Mitsunori Ogihara: Entropy-based criterion in categorical clustering. ICML 2004
42		Irina Rish, Mark Brodie, Natalia Odintsova, Sheng Ma, Genady Grabarnik: Real-time problem determination in distributed systems using active probing. NOMS (1) 2004: 133-146
41		Tao Li, Sheng Ma: IFD: Iterative Feature and Data Clustering. SDM 2004
40		Carlotta Domeniconi, Dimitris Papadopoulos, Dimitrios Gunopulos, Sheng Ma: Subspace Clustering of High Dimensional Data. SDM 2004
39		Tao Li, Sheng Ma, Mitsunori Ogihara: Document clustering via adaptive subspace iteration. SIGIR 2004: 218-225
	2003
38		Dimitris Papadopoulos, Carlotta Domeniconi, Dimitrios Gunopulos, Sheng Ma: Clustering gene expression data in SQL using locally adaptive metrics. DMKD 2003: 35-41
37		Wei Fan, Haixun Wang, Philip S. Yu, Sheng Ma: Is random model better? On its accuracy and efficiency. ICDM 2003: 51-58
36		Mark Brodie, Irina Rish, Sheng Ma, Natalia Odintsova: Active Probing Strategies for Problem Diagnosis in Distributed Systems. IJCAI 2003: 1337-1338
35		Ramendra K. Sahoo, Adam J. Oliner, Irina Rish, Manish Gupta, José E. Moreira, Sheng Ma, Ricardo Vilalta, Anand Sivasubramaniam: Critical event prediction for proactive management in large-scale computer clusters. KDD 2003: 426-435
34		Chang-Shing Perng, David Thoenen, Genady Grabarnik, Sheng Ma, Joseph L. Hellerstein: Data-driven validation, completion and construction of event relationship networks. KDD 2003: 729-734
	2002
33		Irina Rish, Mark Brodie, Sheng Ma: Accuracy vs. Efficiency Trade-offs in Probabilistic Diagnosis. AAAI/IAAI 2002: 560-566
32		Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein: User-directed Exploration of Mining Space with Multiple Attributes. ICDM 2002: 394-401
31		Ricardo Vilalta, Sheng Ma: Predicting Rare Events In Temporal Domains. ICDM 2002: 474-481
30		Haixun Wang, Chang-Shing Perng, Sheng Ma, Philip S. Yu: Mining Associations by Pattern Structure in Large Relational Tables. ICDM 2002: 482-489
29		Sheng Ma, Joseph L. Hellerstein, Chang-Shing Perng, Genady Grabarnik: Progressive and Interactive Analysis of Event Data Using Event Miner. ICDM 2002: 661-664
28		Mark M. Maccabee, Sheng Ma: Web Application Performance: Realistic Work Load for Stress Test. Int. CMG Conference 2002: 353-362
27		Carlotta Domeniconi, Chang-Shing Perng, Ricardo Vilalta, Sheng Ma: A Classification Approach for Prediction of Target Events in Temporal Sequences. PKDD 2002: 125-137
26		Feng Liang, Sheng Ma, Joseph L. Hellerstein: Discovering Fully Dependent Patterns. SDM 2002
25		Mark Brodie, Irina Rish, Sheng Ma: Intelligent probing: A cost-effective approach to fault diagnosis in computer networks. IBM Systems Journal 41(3): 372-385 (2002)
24		Ricardo Vilalta, Chidanand Apté, Joseph L. Hellerstein, Sheng Ma, Sholom M. Weiss: Predictive algorithms in the management of computer systems. IBM Systems Journal 41(3): 461-474 (2002)
23		Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng: Discovering actionable patterns in event data. IBM Systems Journal 41(3): 475-493 (2002)
22		Michelle X. Zhou, Sheng Ma, Ying Feng: Applying machine learning to automated information graphics generation. IBM Systems Journal 41(3): 504-523 (2002)
21		Alina Beygelzimer, Chang-Shing Perng, Sheng Ma: Fast ordering of large categorical datasets for visualization. Intell. Data Anal. 6(4): 379-395 (2002)
20		Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein: Discovery in multi-attribute data with user-defined constraints. SIGKDD Explorations 4(1): 56-64 (2002)
	2001
19		Ricardo Vilalta, Sheng Ma, Joseph L. Hellerstein: Rule Induction of Computer Events. DSOM 2001: 75-86
18		Mark Brodie, Irina Rish, Sheng Ma: Optimizing Probe Selection for Fault Localization. DSOM 2001: 88-98
17		Sheng Ma, Joseph L. Hellerstein: Mining Partially Periodic Event Patterns with Unknown Periods. ICDE 2001: 205-214
16		Sheng Ma, Joseph L. Hellerstein: Mining Mutually Dependent Patterns. ICDM 2001: 409-416
15		Chang-Shing Perng, Haixun Wang, Sheng Ma, Joseph L. Hellerstein: FARM: A Framework for Exploring Mining Spaces with Multiple Attributes. ICDM 2001: 449-456
14		L. Burns, Joseph L. Hellerstein, Sheng Ma, Chang-Shing Perng, David A. Rabenhorst, David J. Taylor: Towards Discovery of Event Correlation Rules. Integrated Network Management 2001: 345-359
13		Alina Beygelzimer, Chang-Shing Perng, Sheng Ma: Fast ordering of large categorical datasets for better visualization. KDD 2001: 239-244
12		Sheng Ma, Chuanyi Ji: Modeling heterogeneous network traffic in wavelet domain. IEEE/ACM Trans. Netw. 9(5): 634-649 (2001)
	2000
11		David J. Taylor, Nagui Halim, Joseph L. Hellerstein, Sheng Ma: Scalable Visualization of Event Data. DSOM 2000: 47-58
10		Joseph L. Hellerstein, Sheng Ma: Mining Event Data for Actionable Patterns. Int. CMG Conference 2000: 307-318
	1999
9		Sheng Ma, Joseph L. Hellerstein: EventBrowser: A Flexible Tool for Scalable Analysis of Event Data. DSOM 1999: 285-296
8		Chuanyi Ji, Sheng Ma, Xusheng Tian: Approximation Capability of Independent Wavelet Models to Heterogeneous Network Traffic. INFOCOM 1999: 170-177
	1998
7		Sheng Ma, Chuanyi Ji: Modeling Video Traffic in the Wavelet Domain. INFOCOM 1998: 201-208
6		Sheng Ma, Chuanyi Ji: Modeling video traffic using wavelets. IEEE Communications Letters 2(4): 100-103 (1998)
5		Sheng Ma, Chuanyi Ji: Fast training of recurrent networks based on the EM algorithm. IEEE Transactions on Neural Networks 9(1): 11-26 (1998)
4		Sheng Ma, Chuanyi Ji: A unified approach on fast training of feedforward and recurrent networks using EM algorithm. IEEE Transactions on Signal Processing 46(8): 2270-2274 (1998)
	1997
3		Sheng Ma, Chuanyi Ji: Wavelet Models for Video Time-Series. NIPS 1997
2		Sheng Ma, Chuanyi Ji, James Farmer: An Efficient EM-based Training Algorithm for Feedforward Neural Networks. Neural Networks 10(2): 243-256 (1997)
	1996
1		Chuanyi Ji, Sheng Ma: Combinations of Weak Classifiers. NIPS 1996: 494-500

Coauthor Index

1	Muna Al-Razgan	[62]
2	Chidanand Apté (Chid Apté)	[24]
3	Alina Beygelzimer	[13] [21] [50] [52] [55]
4	Mark Brodie	[18] [25] [33] [36] [42] [49] [50] [55] [58] [59] [63]
5	L. Burns	[14]
6	Jon Champlin	[49] [58]
7	Kui Dai	[67]
8	Carlotta Domeniconi	[27] [38] [40] [62]
9	Emre Erdogan	[52]
10	Wei Fan	[37]
11	James Farmer	[2]
12	Ying Feng	[22]
13	Lei Gao	[72]
14	Genady Grabarnik	[29] [34] [42] [45] [50]
15	Dimitrios Gunopulos	[38] [40] [62]
16	Manish Gupta	[35]
17	Nagui Halim	[11]
18	Joseph L. Hellerstein	[9] [10] [11] [14] [15] [16] [17] [19] [20] [23] [24] [26] [29] [32] [34]
19	Karina Hernandez	[50]
20	Libo Huang	[67] [71] [74]
21	Natalie D. Enright Jerger	[73] [75] [76]
22	Chuanyi Ji	[1] [2] [3] [4] [5] [6] [7] [8] [12]
23	Qin Jiang	[65]
24	Ming-che Lai	[72]
25	Tao Li	[39] [41] [43] [44] [46] [47] [51] [53] [57] [60] [64] [66] [68] [69] [70]
26	Feng Liang	[26] [53]
27	S. Lin	[54]
28	David Loewenstern	[56]
29	Guy M. Lohman	[58]
30	Mark M. Maccabee	[28]
31	Laurent Mignet	[58]
32	Natwar Modani	[58]
33	José E. Moreira	[35]
34	Natalia Odintsova	[36] [42] [50]
35	Mitsunori Ogihara (Mitsunori Ogiwara)	[39] [43] [46] [51] [69] [70]
36	Adam J. Oliner	[35]
37	Dimitris Papadopoulos	[38] [40] [62]
38	Wei Peng	[47] [53] [57] [68]
39	Chang-Shing Perng	[13] [14] [15] [20] [21] [23] [27] [29] [30] [32] [34] [48] [54] [61] [64]
40	Charles Perng	[68]
41	David A. Rabenhorst	[14]
42	Leonid Rachevsky	[49]
43	Irina Rish	[18] [25] [33] [35] [36] [42] [50] [52] [55]
44	Ramendra K. Sahoo	[35]
45	Abdi Salahshour	[45] [56]
46	Li Shen	[71] [74]
47	Wei Shi	[71]
48	Anand Sivasubramaniam	[35]
49	Peter Sohn	[58]
50	Balan Subramanian	[45]
51	David J. Taylor	[11] [14]
52	David Thoenen	[34] [54]
53	Xusheng Tian	[8]
54	Ricardo Vilalta	[19] [24] [27] [31] [35]
55	Haixun Wang	[15] [20] [30] [32] [37] [48] [61] [68]
56	Zhiying Wang	[67] [71] [72] [73] [74] [75] [76]
57	Fei Wang	[60]
58	Sholom M. Weiss	[24]
59	Mark Wilding	[58]
60	Nong Xiao	[71] [72] [74]
61	Hui Xiong	[59] [63]
62	Bojun Yan	[62]
63	Liuzhong Yang	[60]
64	Philip S. Yu	[30] [37] [48]
65	Michelle X. Zhou	[22]
66	Wenjun Zhou	[63]

Colors in the list of coauthors

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