Usama M. Fayyad, Gregory Piatetsky-Shapiro, Padhraic Smyth, Ramasamy Uthurusamy
Advances in Knowledge Discovery and Data Mining
AKDDM-1996, 1996.

@book{AKDDM-1996,
	editor        = "Usama M. Fayyad and Gregory Piatetsky-Shapiro and Padhraic Smyth and Ramasamy Uthurusamy",
	isbn          = "0-262-56097-6",
	publisher     = "{AAAI/MIT Press}",
	title         = "{Advances in Knowledge Discovery and Data Mining}",
	year          = 1996,
}

Contents (25 items)

8 ×#information management
6 ×#data mining
6 ×#mining
5 ×#database
4 ×#induction
2 ×#modelling

AKDDM-1996-FayyadPS #data mining #information management #mining #overview #perspective

From Data Mining to Knowledge Discovery: An Overview (UMF, GPS, PS), pp. 1–34.

AKDDM-1996-BrachmanA #database #information management #process

The Process of Knowledge Discovery in Databases (RJB, TA), pp. 37–57.

AKDDM-1996-Buntine #modelling #visual notation

Graphical Models for Discivering Knowledge (WLB), pp. 59–82.

AKDDM-1996-ElderP #database #information management #statistics

A Statistical Perspective on Knowledge Discovery in Databases (JFEI, DP), pp. 83–113.

AKDDM-1996-Dzeroski #database #induction #information management #logic programming

Inductive Logic Programming and Knowledge Discovery in Databases (SD), pp. 117–152.

AKDDM-1996-CheesemanS #classification

Bayesian Classification (AutoClass): Theory and Results (PC, JS), pp. 153–180.

AKDDM-1996-GuyonMV

Discovering Informative Patterns and Data Cleaning (IG, NM, VV), pp. 181–203.

AKDDM-1996-Gaines

Transformation Rules and Trees (BRG), pp. 205–226.

AKDDM-1996-BerndtC #approach #programming

Finding Patterns in Time Series: A Dynamic Programming Approach (DJB, JC), pp. 229–248.

AKDDM-1996-Klosgen #multi #named

Explora: A Multipattern and Multistrategy Discovery Assistant (WK), pp. 249–271.

AKDDM-1996-Heckerman #information management #network

Bayesian Networks for Knowledge Discovery (DH), pp. 273–305.

AKDDM-1996-AgrawalMSTV #performance

Fast Discovery of Association Rules (RA, HM, RS, HT, AIV), pp. 307–328.

AKDDM-1996-ZembowiczZ #database

From Contingency Tables to Various Forms of Knowledge in Databases (RZ, JMZ), pp. 329–349.

AKDDM-1996-SimoudisLK #data mining #deduction #induction #mining #reasoning

Integrating Inductive and Deductive Reasoning for Data Mining (ES, BL, RK), pp. 353–373.

AKDDM-1996-ShenOMZ #data mining #mining

Metaqueries for Data Mining (WMS, KO, BGM, CZ), pp. 375–398.

AKDDM-1996-HanF #data mining #induction #mining

Attribute-Oriented Induction in data Mining (JH, YF), pp. 399–421.

AKDDM-1996-HsuK #induction #learning #optimisation #query #semantics #using

Using Inductive Learning To Generate Rules for Semantic Query Optimization (CNH, CAK), pp. 425–445.

AKDDM-1996-Holsheimer #parallel

Data Surveyor: Searching the Nuggets in Parallel (MH), pp. 447–467.

AKDDM-1996-FayyadDW #analysis #automation

Automating the Analysis and Cataloging of Sky Surveys (UMF, SGD, NW), pp. 471–493.

AKDDM-1996-MatheusPM #what

Selecting and reporting What Is Interesting (CJM, GPS, DM), pp. 495–515.

AKDDM-1996-SmythFBP #image #modelling #nondeterminism

Modeling Subjective Uncertainty in Image Annotation (PS, UMF, MCB, PP), pp. 517–539.

AKDDM-1996-ApteH #predict

Predicting Equity Returns from Securities Data (CA, SJH), pp. 541–560.

AKDDM-1996-Uthurusamy #challenge #data mining #information management #mining

From Data Mining to Knowledge Discovery: Current Challenges and Future Directions (RU), pp. 561–569.

AKDDM-1996-KlosgenZ #database #information management

Knowledge Discovery in Database Terminology (WK, JMZ), pp. 573–592.

AKDDM-1996-Piatetsky-Shapiro #data mining #information management #internet #mining

Data Mining and Knowledge Discovery Internet Resources (GPS), pp. 593–595.