Machine learning: ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings
Saved in:
| Format: | Conference Proceeding Book |
|---|---|
| Language: | English |
| Published: |
Berlin u.a.
Springer
1994
|
| Series: | Lecture notes in computer science
784 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XI, 438 S. graph. Darst. |
| ISBN: | 3540578684 0387578684 |
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| 245 | 1 | 0 | |a Machine learning |b ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings |c Francesco Bergadano ... (eds.) |
| 264 | 1 | |a Berlin u.a. |b Springer |c 1994 | |
| 300 | |a XI, 438 S. |b graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 1 | |a Lecture notes in computer science |v 784 : Lecture notes in artificial intelligence | |
| 650 | 4 | |a Machine learning -- Congresses | |
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| 689 | 0 | 0 | |a Maschinelles Lernen |0 (DE-588)4193754-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Bergadano, Francesco |e Sonstige |4 oth | |
| 711 | 2 | |a ECML |n 7 |d 1994 |c Catania |j Sonstige |0 (DE-588)2134984-8 |4 oth | |
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Record in the Search Index
| _version_ | 1820874842327482368 |
|---|---|
| adam_text |
TABLE
OF
CONTENTS
INVITED
PAPERS
INDUSTRIAL
APPLICATIONS
OF
ML:
ILLUSTRATIONS
FOR
THE
KAML
DILEMMA
AND
THE
CBR
DREAM
Y.
KODRATOFF
.
3
KNOWLEDGE
REPRESENTATION
IN
MACHINE
LEARNING
F.
NERI
AND
L.
SAITTA
.
20
REGULAR
PAPERS
INVERTING
IMPLICATION
WITH
SMALL
TRAINING
SETS
D.
W.
AHA,
S.
LAPOINTE,
C.X.
LING
AND
S.
MATWIN
.
31
A
CONTEXT
SIMILARITY
MEASURE
Y.
BIBERMAN
.
49
INCREMENTAL
LEARNING
OF
CONTROL
KNOWLEDGE
FOR
NONLINEAR
PROBLEM
SOLVING
D.
BORRAJO
AND
M.
VELOSO
.
64
CHARACTERIZING
THE
APPLICABILITY
OF
CLASSIFICATION
ALGORITHMS
USING
META-LEVEL
LEARNING
P.
BRAZDIL,
J.
GAMA
AND
B.
HENERY
.
83
INDUCTIVE
LEARNING
OF
CHARACTERISTIC
CONCEPT
DESCRIPTIONS
FROM
SMALL
SETS
OF
CLASSIFIED
EXAMPLES
W.
EMDE
.
103
FOSSIL
:
A
ROBUST
RELATIONAL
LEARNER
J.
FUMKRANZ
.
122
A
MULTISTRATEGY
LEARNING
SYSTEM
AND
ITS
INTEGRATION
INTO
AN
INTERACTIVE
FLOORPLANNING
TOOL
J.
HERRMANN,
R.
ACKERMANN,
J.
PETERS
AND
D.
REIPA
.
138
BOTTOM-UP
INDUCTION
OF
OBLIVIOUS
READ-ONCE
DECISION
GRAPHS
R.
KOHAVI
.
154
ESTIMATING
ATTRIBUTES:
ANALYSIS
AND
EXTENSIONS
OF
RELIEF
I.
KONONENKO
.
171
BMWK
REVISITED
GENERALIZATION
AND
FORMALIZATION
OF
AN
ALGORITHM
FOR
DETECTING
RECURSIVE
RELATIONS
IN
TERM
SEQUENCES
G.
LE
BLANC
.
183
AN
ANALYTIC
AND
EMPIRICAL
COMPARISON
OF
TWO
METHODS
FOR
DISCOVERING
PROBABILISTIC
CAUSAL
RELATIONSHIPS
D.
MALERBA,
G.
SEMERARO
AND
F.
ESPOSITO
.
198
X
SAMPLE
PAC-LEARNABILITY
IN
MODEL
INFERENCE
S.H.
NIENHUYS
CHENG
AND
M.
POLMAN
.
217
AVERAGING
OVER
DECISION
STUMPS
J.
J.
OLIVER
AND
D.
HAND
.
231
CONTROLLING
CONSTRUCTIVE
INDUCTION
IN
CIPF:
AN
MDL
APPROACH
B.
PFAHRINGER
.
242
USING
CONSTRAINTS
TO
BUILDING
VERSION
SPACES
M.
SEBAG
.
257
ON
THE
UTILITY
OF
PREDICATE
INVENTION
IN
INDUCTIVE
LOGIC
PROGRAMMING
I.
STAHL
.
272
LEARNING
PROBLEM-SOLVING
CONCEPTS
BY
REFLECTING
ON
PROBLEM
SOLVING
E.
STROULIA
AND
A.K.
GOEL
.
287
EXISTENCE
AND
NONEXISTENCE
OF
COMPLETE
REFINEMENT
OPERATORS
P.R.J.
VAN
DER
LAAG
AND
S.H.
NIENHUYS-CHENG
.
307
A
HYBRID
NEAREST-NEIGHBOR
AND
NEAREST-HYPERRECTANGLE
ALGORITHM
D.
WETTSCHERECK
.
323
EXTENDED
ABSTRACTS
AUTOMATED
KNOWLEDGE
ACQUISITION
FOR
PROSPECTOR-LIKE
EXPERT
SYSTEMS
P.
BERKA
AND
J.
IVDNEK
.
339
ON
THE
ROLE
OF
MACHINE
LEARNING
IN
KNOWLEDGE-BASED
CONTROL
W.
BROCKMANN
.
343
DISCOVERING
DYNAMICS
WITH
GENETIC
PROGRAMMING
S.
DZEROSKI
AND
I.
PETROVKSI
.
347
A
GEOMETRIC
APPROACH
TO
FEATURE
SELECTION
T.
ELOMAA
AND
E.
UKKONEN
.
351
IDENTIFYING
UNRECOGNIZABLE
REGULAR
LANGUAGES
BY
QUERIES
C.
FERRETTI
AND
G.
MAURI
.
355
INTENSIONAL
LEARNING
OF
LOGIC
PROGRAMS
D.
GUNETTI
AND
U.
TRINCHERO
.
359
PARTIALLY
ISOMORPHIC
GENERALIZATION
AND
ANALOGICAL
REASONING
E.
HIROWATARI
AND
S.
ARIKAWA
.
363
LEARNING
FROM
RECURSIVE,
TREE
STRUCTURED
EXAMPLES
P.
JAPPY,
M.C.
DANIEL-VATONNE,
O.
GASCUEL
AND
C.
DE
LA
HIGUERA
.
367
CONCEPT
FORMATION
IN
COMPLEX
DOMAINS
A.
KETIERLIN
AND
J.
J.
KORCZAK
.
371
AN
ALGORITHM
FOR
LEARNING
HIERARCHICAL
CLASSIFIERS
J.
KIVINEN,
H.
MANNILA,
E.
UKKONEN,
J.
VILO
.
375
XI
LEARNING
BELIEF
NETWORK
STRUCTURE
FROM
DATA
UNDER
CAUSAL
INSUFFICENCY
M.A.
KLOPOIEK
.
379
COST-SENSITIVE
PRUNING
OF
DECISION
TREES
U.
KNOLL,
G.
NAKHAEIZADEH
AND
B.
TAUSEND
.
383
AN
INSTANCE-BASED
LEARNING
METHOD
FOR
DATABASES:
AN
INFORMATION
THEORETIC
APPROACH
C.
LEE
.
387
EARLY
SCREENING
FOR
GASTRIC
CANCER
USING
MACHINE
LEARNING
TECHNIQUES
W.Z.
LIU,
A.P.
WHITE
AND
M.T.
HALLISSEY
.
391
DPI:
SUPERVISED
AND
UNSUPERVISED
CLUSTERING
J.D.
MARTIN
.
395
USING
MACHINE
LEARNING
TECHNIQUES
TO
INTERPRET
RESULTS
FROM
DISCRETE
EVENT
SIMULATION
D.
MLADENIC,
I.
BRATKO,
R.J.
PAUL
AND
M.
GROBELNIK
.
399
FLEXIBLE
INTEGRATION
OF
MULTIPLE
LEARNING
METHODS
INTO
A
PROBLEM
SOLVING
ARCHITECTURE
E.
PLAZA
AND
J.L.
ARCOS
.
403
CONCEPT
SUBLATTICES
J.
SARBO
AND
J.
FARKAS
.
407
THE
PIECEWISE
LINEAR
CLASSIFIER
DIPOL92
B.
SCHULMEISTER
AND
F.
WYSOIZKI
.
411
COMPLEXITY
OF
COMPUTING
GENERALIZED
VC-DIMENSIONS
A.
SHINOHARA
.
415
LEARNING
RELATIONS
WITHOUT
CLOSING
THE
WORLD
E.
SOMMER
.
419
PROPERTIES
OF
INDUCTIVE
LOGIC
PROGRAMMING
IN
FUNCTION-FREE
HORN
LOGIC
I.
STAHL
.
423
REPRESENTING
BIASES
FOR
INDUCTIVE
LOGIC
PROGRAMMING
B.
TAUSEND
.
427
BIASES
AND
THEIR
EFFECTS
IN
INDUCTIVE
LOGIC
PROGRAMMING
B.
TAUSEND
.
431
INDUCTIVE
LEARNING
OF
NORMAL
CLAUSES
C.
VRAIN
AND
L.
MARTIN
.
435
AUTHOR
INDEX
.
439 |
| any_adam_object | 1 |
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| callnumber-label | Q325 |
| callnumber-raw | Q325.5.E85 1994 |
| callnumber-search | Q325.5.E85 1994 |
| callnumber-sort | Q 3325.5 E85 41994 |
| callnumber-subject | Q - General Science |
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| dewey-full | 006.3/120 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 20 |
| dewey-search | 006.3/1 20 |
| dewey-sort | 16.3 11 220 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| genre | (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)1071861417 Konferenzschrift 1994 Catania gnd-content |
| genre_facet | Aufsatzsammlung Konferenzschrift 1994 Catania |
| id | DE-604.BV008958928 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T15:06:10Z |
| institution | BVB |
| institution_GND | (DE-588)2134984-8 |
| isbn | 3540578684 0387578684 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-005913174 |
| oclc_num | 612572300 |
| open_access_boolean | |
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| owner_facet | DE-384 DE-739 DE-355 DE-BY-UBR DE-20 DE-19 DE-BY-UBM DE-91G DE-BY-TUM DE-83 DE-11 DE-188 DE-706 |
| physical | XI, 438 S. graph. Darst. |
| publishDate | 1994 |
| publishDateSearch | 1994 |
| publishDateSort | 1994 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings Francesco Bergadano ... (eds.) Berlin u.a. Springer 1994 XI, 438 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 784 : Lecture notes in artificial intelligence Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content (DE-588)1071861417 Konferenzschrift 1994 Catania gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Bergadano, Francesco Sonstige oth ECML 7 1994 Catania Sonstige (DE-588)2134984-8 oth Lecture notes in computer science 784 : Lecture notes in artificial intelligence (DE-604)BV000000607 784 DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005913174&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings Lecture notes in computer science Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)4143413-4 (DE-588)1071861417 |
| title | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings |
| title_auth | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings |
| title_exact_search | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings |
| title_full | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings Francesco Bergadano ... (eds.) |
| title_fullStr | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings Francesco Bergadano ... (eds.) |
| title_full_unstemmed | Machine learning ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings Francesco Bergadano ... (eds.) |
| title_short | Machine learning |
| title_sort | machine learning ecml 94 european conference on machine learning catania italy april 6 8 1994 proceedings |
| title_sub | ECML 94, European Conference on Machine Learning, Catania, Italy, April 6 - 8, 1994 ; proceedings |
| topic | Machine learning -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Machine learning -- Congresses Maschinelles Lernen Aufsatzsammlung Konferenzschrift 1994 Catania |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=005913174&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT bergadanofrancesco machinelearningecml94europeanconferenceonmachinelearningcataniaitalyapril681994proceedings AT ecmlcatania machinelearningecml94europeanconferenceonmachinelearningcataniaitalyapril681994proceedings |