Gregory Piatetsky-Shapiro, William J. Frawley
Knowledge Discovery in Databases
KDD-1991, 1991.

@book{KDD-1991,
	editor        = "Gregory Piatetsky-Shapiro and William J. Frawley",
	isbn          = "0-262-62080-4",
	publisher     = "{AAAI/MIT Press}",
	title         = "{Knowledge Discovery in Databases}",
	year          = 1991,
}

Contents (30 items)

10 ×#database
5 ×#induction
3 ×#information management
3 ×#statistics
3 ×#using
2 ×#analysis
2 ×#automation
2 ×#bibliography
2 ×#classification
2 ×#learning

KDD-1991-FrawleyPM #database #information management #overview #perspective

Knowledge Discovery in Databases: An Overview (WJF, GPS, CJM), pp. 1–30.

KDD-1991-ZytkowB #database #interactive #mining

Interactive Mining of Regularities in Databases (JMZ, JB), pp. 31–54.

KDD-1991-WuW #functional

Discovering Functional Relationships from Observational Data (YHW, SW), pp. 55–70.

KDD-1991-Pednault #encoding #induction

Minimal-Length Encoding and Inductive Inference (EPDP), pp. 71–92.

KDD-1991-Schaffer #evaluation #independence #on the

On Evaluation of Domain-Independent Scientific Function-Finding Systems (CS), pp. 93–106.

KDD-1991-ChanW #classification #database #statistics

Statistical Technique for Extracting Classificatory Knowledge from Databases (KCCC, AKCW), pp. 107–124.

KDD-1991-ChiuWC #synthesis

Information Discovery through Hierarchical Maximum Entropy Discretization and Synthesis (DKYC, AKCW, BC), pp. 125–140.

KDD-1991-UthurusamyFS #learning

Learning Useful Rules from Inconclusive Data (RU, UMF, WSS), pp. 141–158.

KDD-1991-SmythG #induction #using

Rule Induction Using Information Theory (PS, RMG), pp. 159–176.

KDD-1991-HongM #clustering #incremental #parallel

Incremental Discovery of Rules and Structure by Hierarchical and Parallel Clustering (JH, CM), pp. 177–194.

KDD-1991-Ziarko #analysis #database #dependence #representation

The Discovery, Analysis, and Representation of Data Dependencies in Databases (WZ), pp. 195–212.

KDD-1991-CaiCH #database #induction #relational

Attribute-Oriented Induction in Relational Databases (YC, NC, JH), pp. 213–228.

KDD-1991-Piatetsky #analysis

Discovery, Analysis, and Presentation of Strong Rules (GPS), pp. 229–248.

KDD-1991-WuSO #classification #heuristic #integration

Integration of Heuristic and Bayesian Approaches in a Pattern-Classification System (QW, PS, AO), pp. 249–260.

KDD-1991-Frawley #induction #statistics #using

Using Functions to Encode Domain and Contextual Knowledge in Statistical Induction (WJF), pp. 261–276.

KDD-1991-BergadanoGSBM #learning

Integrated Learning in a Real Domain (FB, AG, LS, FB, DDM), pp. 277–288.

KDD-1991-ManagoK #induction

Induction of Decision Trees from Complex Structured Data (MM, YK), pp. 289–308.

KDD-1991-ChenM #estimation #summary #using

Summary Data Estimation Using Decision Trees (MCC, LM), pp. 309–324.

KDD-1991-HoschkaK #statistics

A Support System for Interpreting Statistical Data (PH, WK), pp. 325–346.

KDD-1991-Yager #on the #summary

On Linguistic Summaries of Data (RRY), pp. 347–366.

KDD-1991-AiBL #database

Extracting Reaction Information from Chemical Databases (CSA, PEBJ, RHL), pp. 367–382.

KDD-1991-GonzalezMTMK #automation #database #generative

Automated Knowledge Generation From a CAD Database (AJG, HRM, MT, FDM, RRK), pp. 383–396.

KDD-1991-SchlimmerMM #refinement

Justification-Based Refinement of Expert Knowledge (JCS, TMM, JPM), pp. 397–410.

KDD-1991-SiegelSS #optimisation #query

Rule Discovery for Query Optimization (MS, ES, SCS), pp. 411–430.

KDD-1991-SilvermanHM

Unsupervised Discovery in an Operational Control Setting (BGS, MRH, TMM), pp. 431–448.

KDD-1991-KaufmanMK #database #mining

Mining for Knowledge in Databases: Goals and General Description of the INLEN System (KAK, RSM, LK), pp. 449–464.

KDD-1991-LongIS #automation #database

Automating the Discovery of Causal Relationships in a Medical Records Database: The POSCH AI Project (JML, EAI, JRS), pp. 465–476.

KDD-1991-McLeishYGS #overview

Discovery of Medical Diagnostic Information: An Overview of Methods and Results (MM, PY, MG, TS), pp. 477–490.

KDD-1991-Gaines #information management #trade-off

The Trade-Off between Knowledge and Data in Knowledge Acquisition (BRG), pp. 491–506.

KDD-1991-OLeary #database #information management #security

Knowledge Discovery as a Threat to Database Security (DEO), pp. 507–516.