Machine learning: proceedings
Gespeichert in:
| Format: | Tagungsbericht Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
Berlin u.a.
Springer
1995
|
| Schriftenreihe: | Lecture notes in computer science
912 : Lecture notes in artificial intelligence |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 370 S. |
| ISBN: | 3540592865 0387592865 |
Internformat
MARC
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| 245 | 1 | 0 | |a Machine learning |b proceedings |c ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25 - 27, 1995. Nada Lavrač ... (eds.) |
| 264 | 1 | |a Berlin u.a. |b Springer |c 1995 | |
| 300 | |a XI, 370 S. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 912 : Lecture notes in artificial intelligence | |
| 650 | 7 | |a Apprentissage automatique - Congrès |2 ram | |
| 650 | 7 | |a apprentissage machine |2 inriac | |
| 650 | 7 | |a apprentissage |2 inriac | |
| 650 | 7 | |a induction |2 inriac | |
| 650 | 7 | |a programmation en logique |2 inriac | |
| 650 | 4 | |a Machine learning -- Congresses | |
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Datensatz im Suchindex
| _version_ | 1820868258717237248 |
|---|---|
| adam_text |
TABLE
OF
CONTENTS
I
INVITED
PAPERS
REASONING
AND
LEARNING
IN
PROBABILISTIC
AND
POSSIBILISTIC
NETWORKS:
AN
OVERVIEW
JORG
GEBHARDT,
RUDOLF
KRUSE
.
3
PROBLEM
DECOMPOSITION
AND
THE
LEARNING
OF
SKILLS
DONALD
MICHIE
.
17
MACHINE
LEARNING
IN
THE
WORLD
WIDE
WEB
TOM
M.
MITCHELL
.
32
ABSTRACT
COMPUTER
MODELS:
TOWARDS
A
NEW
METHOD
FOR
THEORIZING
ABOUT
ADAPTIVE
AGENTS
STELLAN
OHLSSON,
JAMES
J.
JEWETT
.
33
II
PAPERS
LEARNING
ABSTRACT
PLANNING
CASES
RALPH
BERGMANN,
WOLFGANG
WILKE
.
55
THE
ROLE
OF
PROTOTYPICALITY
IN
EXEMPLAR-BASED
LEARNING
YORAM
BIBERMAN
.
77
SPECIALIZATION
OF
RECURSIVE
PREDICATES
HENRIK
BOSTROM
.
92
A
DISTRIBUTED
GENETIC
ALGORITHM
IMPROVING
THE
GENERALIZATION
BEHAVIOR
'
OF
NEURAL
NETWORKS
JURGEN
BRANKE,
UDO
KOHLMORGEN,
HARTMUT
SCHMECK
.
107
LEARNING
NON-MONOTONIC
LOGIC
PROGRAMS:
LEARNING
EXCEPTIONS
YANNIS
DIMOPOULOS,
ANTONIS
KAKAS
.
122
A
COMPARATIVE
UTILITY
ANALYSIS
OF
CASE-BASED
REASONING
AND
CONTROL-RULE
LEARNING
SYSTEMS
ANTHONY
G.
FRANCIS,
JR.,
ASHWIN
RAM
.
138
A
MINIMIZATION
APPROACH
TO
PROPOSITIONAL
INDUCTIVE
LEARNING
DRAGAN
GAMBERGER
.
151
ON
CONCEPT
SPACE
AND
HYPOTHESIS
SPACE
IN
CASE-BASED
LEARNING
ALGORITHMS
ANTHONY
D.
GRIFFITHS,
DEREK
G.
BRIDGE
.
161
THE
POWER
OF
DECISION
TABLES
RON
KOHAVI
.
174
X
PRUNING
MULTIVARIATE
DECISION
TREES
BY
HYPERPLANE
MERGING
MIROSLAV
KUBAT,
DORIS
FLOTZINGER
.
190
MULTIPLE-KNOWLEDGE
REPRESENTATIONS
IN
CONCEPT
LEARNING
THIERRY
VAN
DE
MERCKT,
CHRISTINE
DECAESTECKER
.
200
THE
EFFECT
OF
NUMERIC
FEATURES
ON
THE
SCALABILITY
OF
INDUCTIVE
LEARNING
PROGRAMS
GEORGIOS
PALIOURAS,
DAVID
S.
BREE
.
218
ANALOGICAL
LOGIC
PROGRAM
SYNTHESIS
FROM
EXAMPLES
KEN
SADOHARA,
MAKOTO
HARAGUCHI
.
232
A
GUIDED
TOUR
THROUGH
HYPOTHESIS
SPACES
IN
ILP
BIRGIT
TAUSEND
.
245
III
EXTENDED
ABSTRACTS
JIGSAW:
PUZZLING
TOGETHER
RUTH
AND
SPECTRE
HILDE
ADE,
HENRIK
BOSTROM
.
263
DISCOVERY
OF
CONSTRAINTS
AND
DATA
DEPENDENCIES
IN
RELATIONAL
DATABASES
SIEGFRIED
BELL,
PETER
BROCKHAUSEN
.
267
LEARNING
DISJUNCTIVE
NORMAL
FORMS
IN
A
DUAL
CLASSIFIER
SYSTEM
CATHY
ESCAZUT,
PHILIPPE
COLLARD
.
271
THE
EFFECTS
OF
NOISE
ON
EFFICIENT
INCREMENTAL
INDUCTION
GERARD
V.
CONROY,
DAVID
M.
DUTTON
.
275
ANALYSIS
OF
RACHMANINOFF
'
S
PIANO
PERFORMANCES
USING
INDUCTIVE
LOGIC
PROGRAMMING
MATTHEW
J.
DOVEY
.
279
HANDLING
REAL
NUMBERS
IN
INDUCTIVE
LOGIC
PROGRAMMING:
A
STEP
TOWARDS
BETTER
BEHAVIOURAL
CLONES
SASO
DZEROSKI,
LJUPCO
TODOROVSKI,
TANJA
URBANCIC
.
283
SIMPLIFYING
DECISION
TREES
BY
PRUNING
AND
GRAFTING:
NEW
RESULTS
FLORIANA
ESPOSITO,
DONATO
MALERBA,
GIOVANNI
SEMERARO
.
287
A
TIGHT
INTEGRATION
OF
PRUNING
AND
LEARNING
JOHANNES
FURNKRANZ
.
291
DECISION-TREE
BASED
NEURAL
NETWORK
IRENA
IVANOVA,
MIROSLAV
KUBAT
.
295
LEARNING
RECURSION
WITH
ITERATIVE
BOOTSTRAP
INDUCTION
ALTPIO
JORGE,
PAVEL
BRAZDIL
.
299
PATCHING
PROOFS
FOR
REUSE
THOMAS
KOLBE,
CHRISTOPH
WALTHER
.
303
XI
ADAPTING
TO
DRIFT
IN
CONTINUOUS
DOMAINS
MIROSLAV
KUBAT,
GERHARD
WIDMER
.
307
PARALLEL
RECOMBINATIVE
REINFORCEMENT
LEARNING
ARISTIDIS
LIKAS,
KONSTANTINOS
BLEKAS,
ANDREAS
STAFYLOPATIS
.
311
LEARNING
TO
SOLVE
COMPLEX
TASKS
FOR
REACTIVE
SYSTEMS
MARIO
MARTIN,
ULISES
CORTES
.
315
CO-OPERATIVE
REINFORCEMENT
LEARNING
BY
PAYOFF
FILTERS
SADAYOSHI
MIKAMI,
YUKINORI
KAKAZU,
TERENCE
C.
FOGARTY
.
319
AUTOMATIC
SYNTHESIS
OF
CONTROL
PROGRAMS
BY
COMBINATION
OF
LEARNING
AND
PROBLEM
SOLVING
METHODS
WOLFGANG
MULLER,
FRITZ
WYSOTZKI
.
323
ANALYTICAL
LEARNING
GUIDED
BY
EMPIRICAL
TECHNOLOGY:
AN
APPROACH
TO
INTEGRATION
NIKOLAY
J.
NIKOLAEV,
EVGUENI
N.
SMIRNOV
.
327
A
NEW
MDL
MEASURE
FOR
ROBUST
RULE
INDUCTION
BERNHARD
PFAHRINGER
.
331
CLASS-DRIVEN
STATISTICAL
DISCRETIZATION
OF CONTINUOUS
ATTRIBUTES
MARCO
RICHELDI,
MAURO
ROSSOTTO
.
335
GENERATING
NEURAL
NETWORKS
THROUGH
THE
INDUCTION
OF
THRESHOLD
LOGIC
UNIT
TREES
MEHRAN
SAHAMI
.
339
LEARNING
CLASSIFICATION
RULES
USING
LATTICES
MEHRAN
SAHAMI
.
343
HYBRID
CLASSIFICATION:
USING
AXIS-PARALLEL
AND
OBLIQUE
SUBDIVISIONS
OF
THE
ATTRIBUTE
SPACE
BARBARA
SCHULMEISTER,
MARIO
BLEICH
.
347
AN
INDUCTION-BASED
CONTROL
FOR
GENETIC
ALGORITHMS
MICHELE
SEBAG,
MARC
SCHOENAUER,
CAROLINE
RAVISE
.
351
FENDER:
AN
APPROACH
TO
THEORY
RESTRUCTURING
EDGAR
SOMMER
.
356
LANGUAGE
SERIES
REVISITED:
THE
COMPLEXITY
OF
HYPOTHESIS
SPACES
IN
ILP
IRENE
WEBER,
BIRGIT
TAUSEND,
IRENE
STAHL
.
360
PROTOTYPE,
NEAREST
NEIGHBOR
AND
HYBRID
ALGORITHMS
FOR
TIME
SERIES
CLASSIFICATION
CHRISTEL
WISOTZKI,
FRITZ
WYSOTZKI
.
364
AUTHOR
INDEX
.
369 |
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| building | Verbundindex |
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| discipline | Informatik |
| format | Conference Proceeding Book |
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| geographic | Heraklion (DE-588)4027652-1 gnd |
| geographic_facet | Heraklion |
| id | DE-604.BV010114505 |
| illustrated | Not Illustrated |
| indexdate | 2025-01-10T13:21:31Z |
| institution | BVB |
| institution_GND | (DE-588)2145203-9 |
| isbn | 3540592865 0387592865 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-006716322 |
| oclc_num | 496080093 |
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| physical | XI, 370 S. |
| publishDate | 1995 |
| publishDateSearch | 1995 |
| publishDateSort | 1995 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Machine learning proceedings ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25 - 27, 1995. Nada Lavrač ... (eds.) Berlin u.a. Springer 1995 XI, 370 S. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 912 : Lecture notes in artificial intelligence Apprentissage automatique - Congrès ram apprentissage machine inriac apprentissage inriac induction inriac programmation en logique inriac Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf Heraklion (DE-588)4027652-1 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1995 Iraklion gnd-content Maschinelles Lernen (DE-588)4193754-5 s Heraklion (DE-588)4027652-1 g DE-604 Lavrač, Nada Sonstige oth ECML 8 1995 Heraklion Sonstige (DE-588)2145203-9 oth Lecture notes in computer science 912 : Lecture notes in artificial intelligence (DE-604)BV000000607 912 : Lecture DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006716322&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Machine learning proceedings Lecture notes in computer science Apprentissage automatique - Congrès ram apprentissage machine inriac apprentissage inriac induction inriac programmation en logique inriac Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4027652-1 (DE-588)1071861417 |
| title | Machine learning proceedings |
| title_auth | Machine learning proceedings |
| title_exact_search | Machine learning proceedings |
| title_full | Machine learning proceedings ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25 - 27, 1995. Nada Lavrač ... (eds.) |
| title_fullStr | Machine learning proceedings ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25 - 27, 1995. Nada Lavrač ... (eds.) |
| title_full_unstemmed | Machine learning proceedings ECML-95, 8th European Conference on Machine Learning, Heraclion, Crete, Greece, April 25 - 27, 1995. Nada Lavrač ... (eds.) |
| title_short | Machine learning |
| title_sort | machine learning proceedings |
| title_sub | proceedings |
| topic | Apprentissage automatique - Congrès ram apprentissage machine inriac apprentissage inriac induction inriac programmation en logique inriac Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Apprentissage automatique - Congrès apprentissage machine apprentissage induction programmation en logique Machine learning -- Congresses Maschinelles Lernen Heraklion Konferenzschrift 1995 Iraklion |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=006716322&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT lavracnada machinelearningproceedings AT ecmlheraklion machinelearningproceedings |