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Stefano Lonardi

Papers on DiSC'04


Towards Parameter-Free Data Mining

Visually Mining and Monitoring Massive Time Series

VizTree: a Tool for Visually Mining and Monitoring Massive Time Series Databases

Publications


Note: Links lead to the DBLP on the Web.

Stefano Lonardi

X. Chen , Jie Zheng , Z. Fu , P. Nan , Y. Zhong , Stefano Lonardi, Tao Jiang : Computing the assignment of orthologous genes via genome rearrangement. APBC 2005 : 363-378

Song Lin , Dimitrios Gunopulos , Stefano Lonardi, Vana Kalogeraki : Applying LVQ Techniques to Compress Historical Information in Sensor Networks. DCC 2005 : 468

Qiaofeng Yang , Stefano Lonardi: A Compression-Boosting Transform for 2D Data. DCC 2005 : 492

Chotirat (Ann) Ratanamahatana , Eamonn J. Keogh , Anthony J. Bagnall , Stefano Lonardi: A Novel Bit Level Time Series Representation with Implication of Similarity Search and Clustering. PAKDD 2005 : 771-777

Eamonn J. Keogh , Jessica Lin , Stefano Lonardi, Bill Yuan-chi Chiu : We Have Seen the Future, and It Is Symbolic. ACSW Frontiers 2004 : 83

Stefano Lonardi, Wojciech Szpankowski , Qiaofeng Yang : Finding Biclusters by Random Projections. CPM 2004 : 102-116

Svante Janson , Stefano Lonardi, Wojciech Szpankowski : On the Average Sequence Complexity. CPM 2004 : 74-88

Stefano Lonardi, Yu Luo : Gridding and Compression of Microarray Images. CSB 2004 : 122-130

Svante Janson , Stefano Lonardi, Wojciech Szpankowski : On the Average Sequence Complexity. Data Compression Conference 2004 : 542

Eamonn J. Keogh , Stefano Lonardi, Chotirat (Ann) Ratanamahatana : Towards parameter-free data mining. KDD 2004 : 206-215

Jessica Lin , Eamonn J. Keogh , Stefano Lonardi, Jeffrey P. Lankford , Donna M. Nystrom : Visually mining and monitoring massive time series. KDD 2004 : 460-469

Jessica Lin , Eamonn J. Keogh , Stefano Lonardi, Jeffrey P. Lankford , Daonna M. Nystrom : VizTree: a Tool for Visually Mining and Monitoring Massive Time Series Databases. VLDB 2004 : 1269-1272

Jie Zheng , Timothy J. Close , Tao Jiang , Stefano Lonardi: Efficient selection of unique and popular oligos for large EST databases. Bioinformatics 20 (13): 2101-2112 (2004)

Alberto Apostolico , Fang-Cheng Gong , Stefano Lonardi: Verbumculus and the Discovery of Unusual Words. J. Comput. Sci. Technol. 19 (1): 22-41 (2004)

Svante Janson , Stefano Lonardi, Wojciech Szpankowski : On average sequence complexity. Theor. Comput. Sci. 326 (1-3): 213-227 (2004)

Jie Zheng , Timothy J. Close , Tao Jiang , Stefano Lonardi: Efficient Selection of Unique and Popular Oligos for Large EST Databases. CPM 2003 : 384-401

Stefano Lonardi, Wojciech Szpankowski : Joint Source-Channel LZ'77 Coding. DCC 2003 : 273-282

Jessica Lin , Eamonn J. Keogh , Stefano Lonardi, Bill Yuan-chi Chiu : A symbolic representation of time series, with implications for streaming algorithms. DMKD 2003 : 2-11

Bill Yuan-chi Chiu , Eamonn J. Keogh , Stefano Lonardi: Probabilistic discovery of time series motifs. KDD 2003 : 493-498

Mikhail J. Atallah , Stefano Lonardi: Authentication of LZ-77 Compressed Data. SAC 2003 : 282-287

Alberto Apostolico , Mary Ellen Bock , Stefano Lonardi: Monotony of Surprise and Large-Scale Quest for Unusual Words. Journal of Computational Biology 10 (3/4): 283-311 (2003)

Concettina Guerra , Stefano Lonardi, Giuseppe Zanotti : Analysis of Secondary Structure Elements of Proteins Using Indexing Techniques. 3DPVT 2002 : 812-823

Pranav Patel , Eamonn J. Keogh , Jessica Lin , Stefano Lonardi: Mining Motifs in Massive Time Series Databases. ICDM 2002 : 370-377

Eamonn J. Keogh , Stefano Lonardi, Bill Yuan-chi Chiu : Finding surprising patterns in a time series database in linear time and space. KDD 2002 : 550-556

Alberto Apostolico , Mary Ellen Bock , Stefano Lonardi: Monotony of surprise and large-scale quest for unusual words. RECOMB 2002 : 22-31

Alberto Apostolico , Stefano Lonardi: A speed-up for the commute between subword trees and DAWGs. Inf. Process. Lett. 83 (3): 159-161 (2002)

Alberto Apostolico , Stefano Lonardi: Compression of Biological Sequences by Greedy Off-Line Textual Substitution. Data Compression Conference 2000 : 143-152

Alberto Apostolico , Mary Ellen Bock , Stefano Lonardi, Xuyan Xu : Efficient Detection of Unusual Words. Journal of Computational Biology 7 (1-2): 71-94 (2000)

Alberto Apostolico , Mary Ellen Bock , Stefano Lonardi: Linear Global Detectors of Redundant and Rare Substrings. Data Compression Conference 1999 : 168-177

Alberto Apostolico , Stefano Lonardi: Some Theory and Practice of Greedy Off-Line Textual Substitution. Data Compression Conference 1998 : 119-128

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