[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 3056 || Evaluating the Replicability of Significance Tests for Comparing Learning Algorithms

✍ Scribed by Dai, Honghua; Srikant, Ramakrishnan; Zhang, Chengqi

• Book ID: 111967005
• Publisher: Springer Berlin Heidelberg
• Year: 2004
• Tongue: German
• Weight: 175 KB
• Category: Article
• ISBN: 3540247750
• DOI: 10.1007/978-3-540-24775-3_3

✦ Synopsis

Thepaci?c-asiaconferenceonknowledgediscoveryanddatamining(pakdd) Has Been Held Every Year Since 1997. This Year, The Eighth In The Series (pakdd 2004) Was Held At Carlton Crest Hotel, Sydney, Australia, 26–28 May 2004. Pakdd Is A Leading International Conference In The Area Of Data Mining. It P- Vides An International Forum For Researchers And Industry Practitioners To Share Their New Ideas, Original Research Results And Practical Development Experiences From All Kdd-related Areas Including Data Mining, Data Warehousing, Machine Learning, Databases, Statistics, Knowledge Acquisition And Automatic Scienti?c Discovery, Data Visualization, Causal Induction, And Knowledge-based Systems. The Selection Process This Year Was Extremely Competitive. We Received 238 Researchpapersfrom23countries,whichisthehighestinthehistoryofpakdd, And Re?ects The Recognition Of And Interest In This Conference. Each Submitted Research Paper Was Reviewed By Three Members Of The Program Committee. F- Lowing This Independent Review, There Were Discussions Among The Reviewers, And When Necessary, Additional Reviews From Other Experts Were Requested. A Total Of 50 Papers Were Selected As Full Papers (21%), And Another 31 Were Selected As Short Papers (13%), Yielding A Combined Acceptance Rate Of Approximately 34%. The Conference Accommodated Both Research Papers Presenting Original - Vestigation Results And Industrial Papers Reporting Real Data Mining Applications Andsystemdevelopmentexperience.theconferencealsoincludedthreetutorials On Key Technologies Of Knowledge Discovery And Data Mining, And One Workshop Focusing On Speci?c New Challenges And Emerging Issues Of Knowledge Discovery Anddatamining.thepakdd2004programwasfurtherenhancedwithkeynote Speeches By Two Outstanding Researchers In The Area Of Knowledge Discovery And Data Mining: Philip Yu, Manager Of Software Tools And Techniques, Ibm T.j.