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Journals (Refereed)
-
W. Rao, L. Chen, A. Fu, G. Wang,
"Optimal Resource Placement in Structured Peer-to-Peer Networks",
IEEE Transactions on Parallel and Distributed Systems, TPDS,
accepted.
(pdf)
-
R. Wong, J. Li, A. Fu, K. Wang.
"(alpha, k)-Anonymous Data Publishing,
Journal of Intelligent Information Systems,
Vol. 33, No. 2, Oct., pages 209-234, 2009
(pdf)
-
M. Hua, J. Pei, A. Fu, X. Lin, H.F. Leung,
"Top-k typicality queries and efficient query answering methods on large
databases",
VLDB Journal, Springer,
Vol 18, Issue 3, pages 809-835, 2009.
(pdf)
-
R. Wong, J. Pei, A. Fu, K. Wang
"Online Skyline Analysis with Dynamic Preferences on Nominal
Attributes".
IEEE Transactions
on Knowledge and Data Engineering (TKDE),
pp1-15, Vol. 21, No. 1,
Jan 2009.
(pdf)
-
R. Wong, A. Fu, K. Wang, J. Pei,
"Anonymization Based Attack in Privacy Preserving Data Publishing",
ACM Transactions on Database Systems (TODS)
34(2), 2009.
(pdf)
-
J. Li, A. Fu, P. Fahey,
"Efficient Discovery of Risk Patterns in Medical Data",
Artifical Intelligence in Medicine,
45, 77-89, 2009
(pdf)
(impact factor:1.825)
-
J. Li, R. Wong, A. Fu, J. Pei.
"Anonymisation by Local Recoding in Data with Attribute Hierarchical
Taxonomies",
IEEE Transactions on Knowledge and Data
Engineering (TKDE), pp1181-1194, Vol. 20, No. 9, Sept. 2008.
(pdf)
-
A. Fu, E. Keogh, L.Y.H. Lau, C.A. Ratanamahatana, R. Wong,
"Scaling and Time Warping in Time Series Querying",
VLDB Journal, 17(4):899-921, 2008.
(pdf)
-
Y. Liu, J. Cai, J. Yin, A. Fu,
"Clustering Text Data Streams",
J. Comput. Sci. Technol. 23(1): 112-128 (2008)
(pdf)
-
J. Tang, Z. Chen, A. Fu, D.W. Cheung:
Capabilities of outlier detection schemes in large datasets, framework
and methodologies.
Knowl. Inf. Syst. 11(1): 45-84 (2007)
(pdf)
-
R. Wong, A. Fu,
"Mining Top-k frequent itemsets from data streams",
Journal of Data Mining and Knowledge Discovery (DAMI),
13(2): 193-217, 2006.
(pdf)
-
E. Keogh, J. Lin , A. Fu, H. VanHerle,
"Finding Unusual Medical Time-Series Subsequences: Algorithms and Applications",
IEEE
Transactions on Information Technology in Biomedicine,
Vol. 10, Issue 3, July, 2006. Pages 429-239.
(pdf)
-
R. Wong, A. Fu and K. Wang,
"Data Mining for
Inventory Item Selection with Cross-Selling Considerations",
Journal of Data Mining and Knowledge Discovery (DAMI),
Volume 11, pp 81-112, 2005.
(pdf)
-
M. Jiang, A. Fu,
"Integration and Efficient Lookup of Compressed XML
Accessibility Maps",
IEEE Transactions on Knowledge and Data Engineering, (TKDE),
Vol 17, No. 7, pp 939-953, July, 2005.
pdf,
-
E.K.K. Ng, A. Fu, R. Wong,
"Projective Clustering by Histograms",
IEEE Transactions on Knowledge and Data Engineering, (TKDE),
Vol. 17, No. 3,
pp. 369-383,
March 2005.
pdf,
-
S.C. Chau, A. Fu,
"Optimal All-to-All Personalized Exchange in an Optical
Multistage Interconnection Network",
Special Issue on "Parallel and Distributed Computing,
Applications and Technologies", International Journal of High
Performance Computing and Networking,
Inderscience Publisher, Volume 3, No. 1, pages 19-24, 2005.
doc,
-
S.C. Ngan, T. Lam, R. Wong and A. Fu,
"Mining N-most Interesting Itemsets without support threshold by the
COFI-tree",
International Journal of Business Intelligence and Data Mining,
Vol 1, No. 1, pages 88-106, 2005.
(pdf)
-
Y.L. Cheung, A. Fu,
"Mining Association Rules without Support Threshold:
with and without Item Constraints",
IEEE Transactions on Knowledge and Data Engineering, (TKDE),
ps
pdf,
pp 1052-1069, vol. 16, no. 9, September, 2004.
-
J. Tang, A. Fu, J. Veijalainen,
"Supporting Dispute
Handling in E-commerce Transactions, a Framework and
Related Methodologies,"
Electronic Commerce Research Journal,
Kluwer Academic,
pdf
pp 393-413,
Volume 4, Issue 4,
October, 2004.
-
Z. Chen, A. Fu, F. Tong,
"Optimal Algorithms for Finding User Access Sessions from
Centralized and Distributed Web Logs",
World Wide Web: Internet and
Web Information Systems, Kluwer Academics,
Vol. 6, No. 3,
pp. 259-279,
September 2003.
pdf.
-
K.P. Chan, A. Fu, C. Yu,
"Haar Wavelets for Efficient Similarity Search of Time-series:
With and Without Time Warping",
IEEE Transactions on Knowledge and Data Engineering, (TKDE)
pages 685-705,
Vol. 15, No. 3, May/June, 2003.
ps
-
S. Chau, A. Fu,
"A Gracefully Degradable Declustered RAID Architecture"
Journal of Cluster Computing,
Kluwer Academic,
Volumn 5, Issue 1, 97-105, 2002.
- A. Fu,
P. Chan, Y.L. Cheung, Y.S. Moon,
"Dynamic VP-tree Indexing for N-Nearest Neighbor Search
Given Pair-Wise Distances",
VLDB Journal, Springer,
Vol 9, Issue 2, pages 154-173, 2000.
ps
- A. Fu,
Y.S. Wong, M.H. Wong,
"Diamond Quorums Consensus for
High Capacity and Efficiency in a Replicated
Database System",
Distributed and Parallel Databases, An International Journal,
Kluwer Academic Press,
8(4): 471-492, 2000.
ps
-
D. Cheung , H.Y. Hwang, A. Fu, J. Han,
"An Efficient Rule-based Attribute-Oriented Induction for
Data Mining",
Journal of Intelligent Information Systems, An International Journal,
(JIIS),
Kluwer Academic Press,
Vol. 15, Issue 2, Pages 175-200, Sept, 2000.
ps
- Y. Zhang, P.A. Heng, A. Fu
"Estimate of Exponential Convergence Rate and Exponential
Stability for Neural Networks",
IEEE Transactions on Neural Networks,
Vol. 10, No. 6, Pages 1487-1493,November, 1999.
(pdf)
- A. Fu,
S. Chau, "Locating Corruptions in
a Replicated File in a Distributed Environment",
Journal of Supercomputing,
(Kluwer Academic Publishing),
Volume 13, Number 1,
Pages 71-97,
Jan/Feb, 1999.
(ps)
- A. Fu, S. Chau,
"Cyclic-Cubes: a New Family of Interconnection
Networks with Even Fixed Degrees".
IEEE Transactions on Parallel and Distributed Systems
(
TPDS), Vol 9, No. 12,
pages 1253-1268,
Dec. 1998.
ps
.
-
C.M. Kuok, A. Fu, M.H. Wong,
"Mining Fuzzy Association Rules in Databases"
ACM SIGMOD Record,
Volume 27, Number 1, March 1998, pages 41-46.
(ps)
- K. Cheung and A. Fu,
"Enhanced Nearest Neighbour Search on the R-tree",
ACM SIGMOD Record,
Volume 27, Number 3, September 1998.
(ps)
-
A. Fu, T. Lau, G. Ng, M.H. Wong, "Hypercube Quorum Consensus
for Mutual Exclusion and Replicated Data Management",
Computers and Mathematics with Applications, An International
Journal, Elsevier Science, Vol 36, No. 5, pages 45-59,
1998.
(ps)
- A. Fu, "Delay Optimal Quorum Consensus for Distributed
Systems",
IEEE Transactions on Parallel and Distributed Systems
(
TPDS),
Vol 9, Number 3,
pages 59-69.
Jan, 1997
ps
.
- D. Cheung, V. Ng, A. Fu, Y. Fu,
"Efficient Mining of Association Rules in Distributed Databases",
IEEE Transactions on Knowledge and Data Engineering
(
TKDE),
Vol. 8, No. 6,
pages 911-922.
Dec, 1996.
ps
Conferences (Refereed)
-
Y. Xu, K. Wang, A. Fu, R.C.W. Wong,
"Publishing Skewed Sensitive Microdata"
In Proceedings of the 2010 SIAM International
Conference on Data Mining (SDM'10)
pdf
-
R.C.W. Wong, A. Fu, J. Liu, K. Wang and Y. Xu
"Global Privacy Guarantee in Serial Data Publishing",
In Proceedings of
the 26th International Conference on Data Engineering (ICDE),
Long Beach, California on 1-6 March, 2010
-
Y. Xu, A. Fu,, G. Yang, K. Wang.
"Online Anonymity for
Personalized Web Services",
In Proceedings of the ACM 17th International
Conference on Information and Knowledge
Management (CIKM'09),Hong Kong, Nov,
2009
pdf
-
R.C.W. Wong, M.T. Ozsu, P.S. Yu, A. Fu,
L. Liu:
"Efficient Method for Maximizing Bichromatic Reverse Nearest
Neighbor"
In Proceedings of
the 35th International Conference on Very Large Data Bases (VLDB'09),
Lyon, France on 24-28 Aug, 2009;
PVLDB 2(1): 1126-1137 (2009)
pdf
-
Y. Bu, L. Chen, A. Fu, D. Liu,
"Efficient Anomaly Monitoring over Moving Object Trajectory Streams",
15th ACM
SIGKDD International Conference on Knowledge Discovery and Data Mining
(KDD'09), Paris, France, 28 June - 1 July, 2009.
pdf
-
W. Rao, L. Chen, A. Fu,
"On Efficient Content Matching in Distributed Pub/Sub Systems"
28th Annual Conference of the IEEE
Communication Society (INFOCOM'09), Brazil,
19-25 April, 2009.
pdf
-
W. Rao, A. Fu, L. Chen and H. Chen.
"STAIRS: Towards Efficient Full-Text Filtering and
Dissemination in a DHT Environment"
25rd IEEE International Conference on Data Engineering (ICDE'09),
Shanghai, March 29- April 4, 2009.
pdf
-
K. Wang, Y. Xu, A. Fu, and R. Wong.
"FF-Anonymity: When Quasi-Identifiers are Missing",
25rd IEEE International Conference on Data Engineering (ICDE'09),
Shanghai, March 29- April 4, 2009.
pdf
-
Y. Xu, B. Fung, K. Wang, A. Fu, J. Pei,
"Publishing Sensitive Transactions for Itemset
Utility",
8th IEEE International Conference on
Data Mining (ICDM08), Pisa, Italy, Dec 15-19, 2008.
pdf
- Y. Xu, K. Wang, A. Fu, and P.S. Yu. "Anonymizing
Transaction Databases for Publication".
14th ACM
SIGKDD International Conference on Knowledge Discovery and Data Mining
(KDD'08), Las Vegas, USA, 24-27 Aug, 2008.
pdf
-
R. Wong, A. Fu, J. Pei, Y.S. Ho, T. Wong, Y. Liu
"Efficient Skyline Querying with Variable User Preferences on Nominal
Attributes",
34th International Conference on Very Large Data Bases (VLDB'08),
Auckland, New Zealand on 24-30 Aug, 2008
pdf
-
Y. Bu, A. Fu, R. Wong, L. Chen, J. Li
"Privacy Preserving Serial Data Publishing By Role Composition",
34th International Conference on Very Large Data Bases (VLDB'08),
Auckland, New Zealand on 24-30 Aug, 2008
pdf
-
B. Fung, K. Wang, A. Fu, J. Pei,
"Anonymity for Continuous Data Publishing"
In Proceedings of 11th Iternational Conference on Extending Database
Technology,
(EDBT),
Nantes,
France, March 25-29, 2008
pdf
-
W. Rao, L. Chen, A. Fu
"Optimal Proactive Caching in Peer-to-peer Network:
Analysis and Application",
In Proceedings of the ACM 15th International
Conference on Information and Knowledge
Management (CIKM'07),
Lisbon, Portugal, Nov 6-8,
2007.
pdf
-
F. M. Jiang, J. Pei, A. Fu
"IX-Cubes: Iceberg Cubes for Data Warehousing and OLAP
on XML Data",
In Proceedings of the ACM 15th International
Conference on Information and Knowledge
Management (CIKM'07),
Lisbon, Portugal, Nov 6-8,
2007.
pdf
-
R. She, K. Wang, A. Fu, Y. Xu.
"Computing Join Aggregates over Private Tables".
In Proceedings of the 9th International Conference on
Data Warehousing and Knowledge Discovery,
(DaWak'07), Regensburg, Germany, September 3-7, 2007.
pdf
-
M. Hua, J. Pei, A. Fu, X. Lin, and H-F Leung. "Efficiently Answering Top-k Typicality Queries on
Large Databases". In Proceedings of the 33rd International Conference on Very Large Data Bases
(VLDB'07), Vienna, Austria, September 23-28 2007.
pdf
-
R. Wong, A. Fu, K. Wang, and J. Pei. "Minimality Attack in Privacy Preserving Data
Publishing".
In Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB'07),
Vienna, Austria, September 23-28 2007.
pdf
-
R. Wong, R., Y. Tao, A. Fu, X. Xiao. "On Efficient Spatial Matching".
In Proceedings of the 33rd International Conference on Very Large Data Bases (VLDB'07),
Vienna, Austria, September 23-28 2007.
pdf
-
R. Wong, J. Pei, A. Fu, and K. Wang. "Mining Favorable Facets".
In Proceedings of
the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'07),
San Jose, California, USA, August 12-15, 2007.
pdf
-
Y. Liu, J. Cai, J. Yin,
A. Fu,
"Clustering Massive Text Data Streams
by Semantic Smoothing Model",
In Proceedings of the 3rd International Conference on
Advanced Data Mining and Applications
(ADMA 2007),
Harbin, China, August 6-8, 2007
pdf
-
R. Wong, Y. Liu, J. Yin, Z. Huang, A. Fu, and J. Pei. "(alpha, k)-anonymity Based
Privacy Preservation by Lossy Join".
In Proceedings of the 9th Asia-Pacific Web Conference and
the 8th International Conference on Web-Age Information Management (APWEB/WAIM'07),
Huangshan, China, June 16-18, 2007.
pdf
-
J. Pei, A. Fu, X. Lin, and H. Wang. "Computing Compressed Skyline Cubes Efficiently".
In
Proceedings of the 23rd IEEE International Conference on Data Engineering (ICDE'07), Istanbul,
Turkey, April 16-20, 2007.
pdf
-
Y. Bu, T-W Leung, A. Fu , E. Keogh, J. Pei, and S. Meshkin. "WAT: Finding Top-K
Discords in Time Series Database".
In Proceedings of the 2007 SIAM International
Conference on Data Mining (SDM'07), Minneapolis, MN, USA, April 26-28, 2007.
pdf
-
Y. Xu, K. Wang, A. Fu, R. She, and J. Pei. "Classification
Spanning Correlated Data Streams".
In Proceedings of the ACM 15th
Conference on Information and Knowledge Management (CIKM'06),
Arlington, VA, USA, November 6-11, 2006.
pdf
-
J. Li, R. Wong, A. Fu, and J. Pei. "Achieving k-Anonymity
by Clustering in Attribute Hierarchical Structures".
In Proceedings
of the 8th International Conference on Data Warehousing and
Knowledge Discovery (DaWaK'06), Krakow, Poland, September 4-8,
2006.
pdf
-
R. Wong, J. Li, A. Fu and K. Wang, (alpha,
k)-Anonymity: An Enhanced k-Anonymity Model for Privacy-Preserving
Data Publishing,
In Proceedings
of the 12th ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD'06), Philadelphia, PA, USA, August
20-23, 2006.
pdf
-
J. Xu, W. Wang, J. Pei, X. Wang, B. Shi, A. Fu.
"Utility-Based Anonymization Using Local Recoding".
In Proceedings
of the 12th ACM SIGKDD International Conference on Knowledge
Discovery and Data Mining (KDD'06), Philadelphia, PA, USA, August
20-23, 2006.
pdf
-
J. Xu, W. Wang, J. Pei, X. Wang, B. Shi, A. Fu.
"Utility-Based Anonymization for Privacy Preservation with Less
Information Loss". In Proceedings of the
2nd ACM SIGKDD Workshop on Utility-Based Data Mining (UBDM'06), in
conjunction with the 12th ACM SIGKDD International Conference on
Knowledge Discovery and Data Mining (KDD'06), Philadelphia, PA,
USA, August 20, 2006.
pdf
-
D. Yankov, E. Keogh, S. Lonardi, A. Fu ,
"Dot Plots for Time Series Analysis",
17th IEEE International Conference on Tools with
Artificial Intelligence (ICTAI) 2005.
acceptance rate = 36/297=12%.
(pdf)
-
Y. Jiang, K. Wang, A. Tuzhilin, and A. Fu ,
"Mining Patterns That Respond to Actions",
the Fifth IEEE
International Conference on Data Mining,
ICDM, 2005 (short paper),
acceptance rate = (69+72)/630 = 22.38%.
(pdf)
-
A. Fu , R. C. Wong, K. Wang,
"Privacy-Preserving
Frequent Pattern Mining Across Private Databases"
the Fifth IEEE
International Conference on Data Mining,
ICDM, 2005 (short paper),
acceptance rate = (69+72)/630 = 22.38%.
(pdf)
-
E. Keogh, J. Lin and A. Fu ,
"Efficiently Finding the Most
Unusual Time Series Subsequence",
the Fifth IEEE International
Conference
on Data Mining,
ICDM, 2005,
acceptance rate = 69/630 = 10.95%.
(pdf)
-
J. Lin, E. Keogh, A. Fu, and H. Van Herle
"Approximations to Magic:
Finding Unusual Medical Time Series",
the 18th IEEE International
Symposium
on Computer-Based Medical Systems, pp 329-334,
2005.
(pdf)
-
A. Fu, E. Keogh, L. Lau, C. Ratanamahatana,
"Scaling and Time Warping in Time Series Querying",
31st International Conference
on Very Large Data Bases (VLDB), 2005.
Acceptance rate = 32/195 = 16.5%.
(pdf)
-
J. Li, A. Fu, H. He, J. Chen,
H. Jin, D. McAullay,
G. Williams, R. Sparks,
C. Kelman,
"Mining Risk Patterns in Medical Data",
the 11th ACM SIGKDD International Conference on Knowledge Discovery
and Data Mining, short paper,
2005.
(pdf)
-
R. Wong, A. Fu,
"Mining Top-K Itemsets over a Sliding Window
Based on Zipfian Distribution",
SIAM International Conference on Data Mining
short paper, April, 2005.
(ps)
-
R. Wong, A. Fu,
"Item Selection for Marketing",
The 8th Pacific-Asia Conference
on Knowledge Discovery and Data Mining,
PAKDD, Sydney, May, 2004.
Acceptance rate 50/235=21%
(ps)
-
S.Chau, A. Fu,
"Load Balancing Between Heterogenous Computing Clusters",
The Second International Workshop on
Grid and Cooperative Computing,
(GCC 2003), Shanghai, 7-10 Dec, 2003.
(pdf)
-
R. Wong, A. Fu, K. Wang,
"MPIS: Maximal-Profit Item Selection with Cross-Selling Considerations"
The third IEEE International Conference on Data Mining (ICDM),
Florida, November, 2003.
Acceptance rate 58/501 = 11.6%
(ps)
-
Z. Chen, A. Fu, J. Tang,
"On Complementarity of Cluster and Outlier Detection Schemes",
Proceedings of
5th International Conference on Data Warehousing and Knowledge Discovery,
(DaWaK),
Prague, Czech Republic,
September 3-5, 2003.
(ps)
-
S. Chau, A. Fu,
"Load Balancing between Computer Clusters",
The (IEEE) Fourth International Conference on Parallel and Distributed
Computing, Applications and Technologies, PDCAT03,
Chengdu, China form Aug 26 to 29, 2003.
(pdf)
-
S. Chau, A. Fu,
"An Optimal (d-1)-Fault-Tolerant All-to-All Broadcasting
Scheme for d-dimensaional Hypercubes",
The (IEEE) Fourth International Conference on Parallel and Distributed
Computing, Applications and Technologies,
PDCAT03,
Chengdu, China form Aug 26 to 29, 2003.
(pdf)
-
L. M. Chiu, A. Fu,
"Enhancements on Local Outlier detection Techniques",
The (IEEE) 7th Int. Database Engineering and Applications symposium,
(IDEAS)
Hong Kong, July 16-18, 2003.
(ps)
-
Z. Chen, R. Fowler, A. Fu, C. Wang,
"Fast construction of generalized suffix trees over a very large
alphabet",
The Ninth International Computing and Combinatorics Conference,
(COCOON), Big Sky, MT, USA,
July 25-28, 2003.
(ps)
,
(pdf)
-
Z. Chen, R. Fowler, A. Fu, C. Wang,
"Linear and Sublinear Time Algorithms for Mining Frequent
Traversal Path Patterns from Very Large Web Logs",
The (IEEE) 7th Int. Database Engineering and Applications symposium,
(IDEAS)
Hong Kong, July 16-18, 2003.
(Short paper)
(ps)
-
J. Tang, Z. Chen, A. Fu,
"Modeling and Efficient Mining of Intentional Knowledge of Outliers"
The (IEEE) 7th Int. Database Engineering and Applications symposium,
(IDEAS)
Hong Kong, July 16-18, 2003.
(ps)
-
A. Ng, A. Fu,
"Mining Frequent Episodes for relating Financial Events and Stock Trends",
the Seventh Pacific-Asia Conference on Knowledge Discovery and Data
Mining,
April 30 - May 2, The Convention and Exhibition Center, Seoul, Korea,
PAKDD 2003.
Acceptance rate= 39/215 = 18%
(ps)
-
M. Jiang, A. Fu,
"Efficient Accessibility Lookup for XML"
IASTED International Conference on Databases and Applications (DBA2003),
Innbruck, Austria, Feb 10-13, 2003.
-
Z. Chen, R. Fowler, A. Fu,
"linear time algorithms for finding maximal
forward references"
IEEE ITCC, International Conference on Information
Technology: Coding and Computing, Las Vegas, 28-30 April 2003,
(ps)
,
short(ps)
-
K. Wang, S. Zhou, A. Fu, J. Yu,
"Mining Changes of Classification by Correspondence Tracing"
SIAMDM'03, SIAM International Conference on Data Mining,
May 1-3, San Francisco, 2003.
(ps)
Acceptance rate= 21/109 = 20%
-
E.K.K. Ng, A. Fu, K. Wang,
"Association Rule Mining from Stars",
The 2002 IEEE International Conference on Data Mining (ICDM)
Maebashi TERRSA, Maebashi City, Japan
December 9 - 12, 2002, pages 322-329.
(ps)
Acceptance rate= 72/369 = 20%
-
S. Chau, A. Fu,
"An Optimal (d-1)-Fault-Tolerant Gossiping Scheme for
d-Dimensional Hypercubes",
Third International Conference on
Parallel and Distributed Computing, Applications and Technologies
(PDCAT'02)
Kanazawa, Japan, 4-6 September, 2002.
-
Z. Chen, A. Fu, F. Tong,
"Optimal Algorithms for Finding User Access Sessions from
Very Large Web Logs",
the Sixth Pacific-Asia Conference on Knowledge Discovery and Data
Mining, (PAKDD),
Taipei, 6-8 May, 2002.
Acceptance rate= 67/265 = 25%
(ps)
(pdf)
-
J. Tang, Z. Chen, A. Fu , D. Cheung,
"Enhancing Effectiveness of Outlier Detections for Low
Density PAtterns",
the Sixth Pacific-Asia Conference on Knowledge Discovery and Data
Mining, (PAKDD),
Taipei, 6-8 May, 2002.
Acceptance rate= 67/265 = 25%
(ps)
(pdf)
-
E.K.K. Ng, A. Fu,
"Efficient algorithm for Projected Clustering",
18th International Conference on Data Engineering
(ICDE), February 26-March 1, San Jose, California
2002. (poster presentation).
(pdf)
-
Y.L. Cheung, A. Fu,
"An FP-tree approach for mining N-most interesting itemsets",
SPIE Conference on Data Mining,
2-5, April 2002 at Orlando, Florida.
-
M.H. Yan, A. Fu,
"Algorithm for Discovering Multivalued
Dependencies",
the proceedings of
ACM CIKM 2001, Tenth International Conference on
Information and Knowledge Management,
Atlanta, USA, Nov, 2001. (Poster presentation)
(ps)
-
M.H. Yan and A. Fu,
"From XML to relational databases",
the proceedings of
the 8th International Workshop on Knowledge
Representation meets Databases
(KRDB-2001)
with focus on
Modeling, Querying, and Managing Semistructured Data.
Rome, Italy, Sept, 2001.
(ps)
-
X. Yu and A. Fu,
"Piecewise Linear Histograms for Selectivity
Estimation",
in the proceedings of
International Symposium on Information Systems and Engineering
(ISE'2001),
Pages 319-326,
June 25-28, 2001,
Las Vegas, USA.
(ps)
-
J. Tang, A. Fu,
"Secure E-commerce Transaction Model, Concepts and Implementation
Aspects",
9th IFIP 2.6 Working conference on
Database Semantics (DS-9):
Semantic Issues in E-Commerce Systems,
Pages 61-75,
Hong Kong,
April, 25-28, 2001.
-
C.H. Cheng, J. Tang, A. Fu, I. King,
"Hierarchical Classification of Documents
with Error Control",
the Fifth Pacific-Asia Conference on Knowledge Discovery and Data
Mining, (PAKDD),
Pages 433-443,
Hong Kong, April 16 - 18, 2001.
ps
-
S. Chau, A. Fu,
"Gracefully Degradable Declustered RAID Architecture with near Optimal
Maximal Read",
IEEE International Conference on Cluster Computing
(CLUSTER 2000),
Pages 309-318,
Saxony, Germany, 28th Nov- 2nd Dec, 2000.
ps
-
W.C. Wong and A. Fu,
"Incremental Document Clustering for Web Page Classification",
IEEE 2000 Int. Conf. on Info. Society in
the 21st century: emerging technologies
and new challenges (IS2000), Nov 5-8, 2000, Japan.
ps,
full version
(Best Paper Award).
-
S. Chau, A. Fu,
"A Reconfigurable Fault-Tolerant Hypercube Architecture with
Global Sparing",
IEEE (7th) Pacific Rim International Symposium on Dependable Computing
(PRDC 2000),
Pages 156-165,
Los Angelas, USA,
December 18-20,
2000.
-
A. Fu, R. Kwong, J. Tang,
"Mining N most interesting Itemsets"
12th International Symposium on Methodologies for
Intelligent Systems (ISMIS), Springer-Verlag, LNCS,
Charlotte,
North Carolina,
USA,
Oct 11-14,
2000.
ps
-
P.S. Kam, A. Fu,
"Discovering Temporal Patterns for Interval-Based Events",
the 2nd Int. Conf. on Data Warehousing and Knowledge Discovery,
(DaWak),
Springer Verlag, LNCS, London, UK,
4-6 Sept, 2000.
Pages 317-326.
ps
-
W.C. Wong, A. Fu,
"Finding Structures of Web Documents",
ACM SIGMOD Workshop on Research Issues in
Data Mining and Knowledge Discovery (DMKD),
Dallas, TX., USA,
May 14, 2000.
ps
-
S. Chau, A. Fu,
"An Improved Dimension Exchange Method for Load Balancing
in k-ary n-cube Hypercube Multicomputers"
The 2000 International Conference on Parallel and
Distributed Processing Techniques and Applications,
PDPTA'2000: Las Vegas, USA,
pages 2373-2379, June 26-29, 2000.
ps
-
Y. Zhang, A. Fu , C.H. Cai, P. Heng,
"Clustering Categorical Data",
16th IEEE International Conference on Data Engineering,
San Diego, USA, Feb 29-Mar 3,
ICDE, 2000.
Acceptance rate= 65/300 = 22%
(ps)
,
full version (ps)
- C.H.Cheng, A. Fu, Y. Zhang,
"Entropy-Based Subspace Clustering for Numerical Data",
the ACM SIGKDD International Conference on Knowledge Discovery and
Data Mining
August 15-18, 1999 (San Diego, CA, USA)
(5th KDD)
Pages 84-93,
1999.
Acceptance rate= 27/237 = 11%
(ps)
- F. Chan, A. Fu,
"Efficient Time Series Matching by Wavelets",
15th IEEE International Conference on Data Engineering,
Sydney, Australia, March 23-26, 1999,
Pages, 126-133,
ICDE
1999.
Acceptance rate= 57/299= 19%
(ps)
- F. Luk,
A. Fu
"Triple-Node Hierarchies for Object-Oriented
Database Indexing",
Proceedings of the
Seventh International Conference on Information and
Knowledge Management,
(ACM CIKM), pages 386-397,
Washington D.C., USA,
Nov, 1998.
(full version)
Acceptance rate= 53/210 = 25%
- A. Fu,
M.H. Wong, S.C. Sze, W.C. Wong, W.L. Wong, W.K. Yu,
"Finding Fuzzy Sets for the Mining of Fuzzy Association
Rules for Numerical Attributes",
IDEAL 98, 1st International
Symposium on Intelligent Data Engineering and Learning,
Pages 263-268, Hong Kong,
October, 1998.
(ps)
-
C.H. Cai, A. Fu, C.H. Cheng, W.W. Kwong,
"Mining Association Rules with Weighted Items",
Proceedings of IEEE International Database Engineering and
Applications Symposium (IDEAS), Pages 68-77, United Kingdom, July, 1998.
(ps)
- A. Fu,
S. C. Chau, "Locating More Corruptions in a Replicated File",
the Proceedings of the
15th IEEE Symposium on Reliable Distributed Systems (
SRDS-96),
pages, 168-177, Niagaro-on-the-Lake, Ontario, Canada, 1996.
ps
Acceptance rate= 53/210 = 28%
-
E. Tam, A. Fu, "R-tree Indexing by Multiple Processors",
Proceedings of the First International Conference on
Visual Information Systems", Australia, 1996.
ps
-
A. Fu,
S. C. Chau, "Efficient Detection of Corruption in a
Replicated File Using a Reed Solomon Decoder",
Proceedings of
the 1996 International Symposium on Information Theory and Its
Applications (ISITA-96), pages 713-716, 1996.
ps
-
S. Chau,
A. Fu, "Fast and Robust Broadcasting in Faulty Hypercubes",
Proceedings of the 5th Annual International Conference on Computer
Communications and Networks (ICCCN'96), pages 158-163,
Rockville, Maryland, USA, Oct,
1996.
-
D. Cheung,
J. Han,
V. Ng, A. Fu, Y. Fu,
"A Fast Distributed Algorithm for Mining Association Rules",
Proceedings of the
Fourth International Conference on Parallel and Distributed Information
System (
PDIS) Pages 31-43,
Miami Beach, Florida, USA,
Dec, 1996.
-
H.Y. Hwang, A. Fu, "Efficient Algorithms for Attribute-Oriented
Induction",
Proceedings of the First International
Conference on Knowledge Discovery and Data Mining (
KDD-95),
Montreal, Canada,
pages 168-173,
1995.
Acceptance rate= 33/133 = 24%
-
V. Ng, D. Cheung, A. Fu,
"Adaptive Color Histogram Indexing",
First SPIE International Symposium on Technologies and Systems
for Voice, Video and Data Communications,
October, 1995.
-
V. Ng, D. Cheung, A. Fu,
"Medical Image Retrieval by Color Content",
IEEE International Conference on Systems, Man
and Cybernetics, Vancouver, Canada, October, 1995.
- A. Fu and D. Cheung,
"A Transaction Replication Scheme for a
Replicated Database with Node Autonomy",
20th International Conference
on Very Large Data Bases (
VLDB), Santiago de Chile, pages 214-225, 1994.
ps
Acceptance rate= 54/293 = 18%
- D. Cheung, A. Fu, and J. Han, "Knowledge Discovery in Databases:
A Rule-Based Attribute-Oriented Approach",
Eighth International Symposium on Methodologies for
Intelligent Systems (ISMIS), 1994.
- A. Fu and D. Cheung, "Transaction Broadcasting in a
Replicated Database supporting Node Autonomy",
Focus Symposium on Database and Expert Systems,
7th International Conference on Systems Research Informatics and
Cybernetics, 1994.
- A. Fu,
T. Kameda,
"Concurrency Control for Nested Transaction Accessing B-Trees",
Proceedings of the Eighth
ACM SIGACT-SIGMOD-SIGART
Symposium on Principles of Database Systems (
PODS), 1989.
-
A. Fu,
J.G.Peters, "Parallel Matroid Intersection
Algorithms",
Proceeding of the 24th Annual Allerton Conference
on Communication Control and Computing, Illinois, Oct 1986.
Book Chapters (Refereed)
-
Y. Xu, K. Wang, A. Fu, R. She, and J. Pei.
"Privacy-preserving data
stream classfication"
Book Chapter in Privacy-Preserving Data Models
and Algorithms (Springer), Ed. C. Aggarwal, P. Yu,
2007.
pdf
-
R. Wong, A. Fu,
"Association Rule Mining and Its Applications to MPIS",
Chapter in Volume I,
Encyclopedia of Data Warehousing and Mining,
Information Science Publishing (Idea Group Inc.), July, 2005.
doc
-
Z. Chen, A. Fu, R. Fowler, C. Wang,
"Efficient Web Mining of Frequent Traveral Path Patterns" ,
Chapter 15,
``Web Mining: Applications and Techniques'',
Idea Group Publishing, 2005.
-
W.C. Wong, A. Fu,
"Incremental Document Clustering
for Web Page Classification",
Chapter in
the book titled
``Enabling Society with Information Technology'',
Springer-Verlag, pages 101-110,
2002.
ps
Other Publications
-
A. Fu, Oscar Tat-Wing Leung, E. Keogh, J. Lin,
"Finding Time Series Discords Based on Haar Transform",
Invited Speech, Advanced Data Mining and Applications, Second
International Conference, ADMA 2006, Xi'an, China, August 14-16, 2006.
pdf,
-
M. Jiang, A. Fu,
"Integration and Efficient Lookup of Compressed XML
Accessibility Maps",
Technical Report CS-TR-2005-1, Dept of Computer Sc. and Eng.,
Chinese Univeristy of Hong Kong.
ps,
-
With S. Yin, L. Hui, J. Jixi, H. Qian,
"The Features of MCS During its initiation over Tibetan Plateau
in Summer"
Journal of Tropical Meteorology,
Vol. 19, No. 1, Feb, 2003.
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