Machine learning, ECML-98: 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings
Saved in:
| Corporate Author: | |
|---|---|
| Format: | Conference Proceeding Book |
| Language: | English |
| Published: |
Berlin [u.a.]
Springer
1998
|
| Series: | Lecture notes in computer science
1398 : Lecture notes in artificial intelligence |
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | XII, 420 S. graph. Darst. |
| ISBN: | 3540644172 |
Staff View
MARC
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| 245 | 1 | 0 | |a Machine learning, ECML-98 |b 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings |c Claire Nédellec ... (eds.) |
| 264 | 1 | |a Berlin [u.a.] |b Springer |c 1998 | |
| 300 | |a XII, 420 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 1398 : Lecture notes in artificial intelligence | |
| 650 | 4 | |a Machine learning -- Congresses | |
| 650 | 4 | |a Machine learning -- Industrial applications -- Congresses | |
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| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Nédellec, Claire |e Sonstige |4 oth | |
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Record in the Search Index
| _version_ | 1820874873193365504 |
|---|---|
| adam_text |
TABLE
OF
CONTENTS
INVITED
PAPERS
LEARNING
IN
AGENT-ORIENTED
WORLDS
.
3
K.
DE
JONG
NAIVE
(BAYES)
AT
FORTY:
THE
INDEPENDENCE
ASSUMPTION
IN
INFORMATION
RETRIEVAL
.
4
D.
D.
LEWIS
REGULAR
PAPERS
APPLICATIONS
OF
ML
LEARNING
VERBAL
TRANSITIVITY
USING
LOGLINEAR
MODELS
.
19
N.
M.
MARQUES,
G.
PEREIRA
LOPES,
0.
A.
COELHO
PART-OF-SPEECH
TAGGING
USING
DECISION
TREES
.
25
L.
MARQUEZ,
H.
RODRIGUEZ
INFERENCE
OF
FINITE
AUTOMATA:
REDUCING
THE
SEARCH
SPACE
WITH
AN
ORDERING
OF
PAIRS
OF
STATES
.
37
F.
COSTE,
J.
NICOLAS
AUTOMATIC
ACQUISITION
OF
LEXICAL
KNOWLEDGE
FROM
SPARSE
AND
NOISY
DATA
.
43
R.
SCHNEIDER
A
NORMALIZATION
METHOD
FOR
CONTEXTUAL
DATA:
EXPERIENCE
FROM
A
LARGE-SCALE
APPLICATION
.
49
S.
LETOURNEAU,
S.
MATWIN,
F.
FAMILI
LEARNING
TO
CLASSIFY
X-RAY
IMAGES
USING
RELATIONAL
LEARNING
.
55
C.
SAMMUT,
T.
ZRIMEC
ILP
EXPERIMENTS
IN
DETECTING
TRAFFIC
PROBLEMS
.
61
S.
DZEROSKI,
N.
JACOBS,
M.
MOLINA
,
C.
MOURE
SIMULATING
CHILDREN
LEARNING
AND
EXPLAINING
ELEMENTARY
HEAT
TRANSFER
PHENOMENA:
A
MULTISTRATEGY
SYSTEM
AT
WORK
.
67
F.
NERI
BAYESIAN
NETWORKS
BAYES
OPTIMAL
INSTANCE-BASED
LEARNING
.
77
P.
KONTKANEN,
P.
MYLLYMAKI,
T.
SILANDER,
H.
TIRRI
X
BAYESIAN
AND
INFORMATION-THEORETIC
PRIORS
FOR
BAYESIAN
NETWORK
PARAMETERS
89
P.
KONTKANEN,
P.
MYLLYMDKI,
T.
SILANDER,
H.
TIRRI,
P.
GRUNWALD
FEATURE
SELECTION
FEATURE
SUBSET
SELECTION
IN
TEXT
LEARNING
.
95
D.
MLADENIC
A
MONOTONIC
MEASURE
FOR
OPTIMAL
FEATURE
SELECTION
.
101
H.
LIU,
H.
MOTODA,
M.
DASH
DECISION
TREES
INDUCING
MODELS
OF
HUMAN
CONTROL
SKILLS
.
107
R.
CAMACHO
GOD
DOESN
'
T
ALWAYS
SHAVE
WITH
OCCAM
'
S
RAZOR
-
LEARNING
WHEN
AND
HOW
TO
PRUNE
.
119
H.
BENSUSAN
ERROR
ESTIMATORS
FOR
PRUNING
REGRESSION
TREES
.
125
L.
TORGO
PRUNING
DECISION
TREES
WITH
MISCLASSIFICATION
COSTS
.
131
J.
P.
BRADFORD,
C.
KUNZ,
R.
KOHAVI,
C.
BRUNK,
C.
E.
BRADLEY
SUPPORT
VECTOR
LEARNING
TEXT
CATEGORIZATION
WITH
SUPPORT
VECTOR
MACHINES:
LEARNING
WITH
MANY
RELEVANT
FEATURES
.
137
T.
JOACHIMS
A
SHORT
NOTE
ABOUT
THE
APPLICATION
OF
POLYNOMIAL
KERNELS
WITH
FRACTIONAL
DEGREE
IN
SUPPORT
VECTOR
LEARNING
.
143
R.
ROSSIUS,
G.
ZENKER,
A.
ITTNER,
W.
DILGER
MULTIPLE
MODELS
FOR
CLASSIFICATION
CLASSIFICATION
LEARNING
USING
ALL
RULES
.
149
M.
VISWANATHAN,
G.
I.
WEBB
IMPROVED
PAIRWISE
COUPLING
CLASSIFICATION
WITH
CORRECTING
CLASSIFIERS
.
160
M.
MOREIRA,
E.
MAY
OR
AZ
EXPERIMENTS
ON
SOLVING
MULTICLASS
LEARNING
PROBLEMS
BY
N
2
-CLASSIFIER
.
172
J.
JELONEK,
J.
STEFANOWSKI
COMBINING
CLASSIFIERS
WITH
CONSTRUCTIVE
INDUCTION
.
178
J.
GAMA
XI
BOOSTING
TREES
FOR
COST-SENSITIVE
CLASSIFICATIONS
.
190
K.
M.
TING,
Z.
ZHENG
NAIVE
BAYESIAN
CLASSIFIER
COMMITTEES
.
196
Z.
ZHENG
BATCH
CLASSIFICATIONS
WITH
DISCRETE
FINITE
MIXTURES
.
208
P.
KONTKANEN,
P.
MYLLYMAKI,
T.
SILANDER,
H.
TIRRI
INDUCTIVE
LOGIC
PROGRAMMING
INDUCTION
OF
RECURSIVE
PROGRAM
SCHEMES
.
214
U.
SCHMID,
F.WYSOTZKI
PREDICATE
INVENTION
AND
LEARNING
FROM
POSITIVE
EXAMPLES
ONLY
.
226
H.
BOSTROM
AN
INDUCTIVE
LOGIC
PROGRAMMING
FRAMEWORK
TO
LEARN
A
CONCEPT
FROM
AMBIGUOUS
EXAMPLES
.
238
D.
BOUTHINON,
H.
SOLDANO
RELATIONAL
LEARNING
FIRST-ORDER
LEARNING
FOR
WEB
MINING
.
250
M.
CRAVEN,
S.
SLATTERY,
K.
NIGAM
EXPLANATION-BASED
GENERALIZATION
IN
GAME
PLAYING:
QUANTITATIVE
RESULTS
.
256
S.
SCHRODL
INSTANCE
BASED
LEARNING
SCOPE
CLASSIFICATION:
AN
INSTANCE-BASED
LEARNING
ALGORITHM
WITH
A
RULE-BASED
CHARACTERIZATION
.
268
N.
LACHICHE,
P.
MARQUIS
ERROR-CORRECTING
OUTPUT
CODES
FOR
LOCAL
LEARNERS
.
280
F.
RICCI,
D.
W.
AHA
RECURSIVE
LAZY
LEARNING
FOR
MODELING
AND
CONTROL
.
292
G.
BONTEMPI,
M.
BIRATTARI,
H.
BERSINI
USING
LATTICE-BASED
FRAMEWORK
AS
A
TOOL
FOR
FEATURE
EXTRACTION
.
304
E.
MEPHU
NGUIFO,
P.
NJIWOUA
CLUSTERING
DETERMINING
PROPERTY
RELEVANCE
IN
CONCEPT
FORMATION
BY
COMPUTING
CORRELATION
BETWEEN
PROPERTIES
.
310
J.
J.
FURTADO
VASCO
XII
A
BUFFERING
STRATEGY
TO
AVOID
ORDERING
EFFECTS
IN
CLUSTERING
.
316
L.
TALAVERA,
J.
ROURE
GENETIC
ALGORITHMS
COEVOLUTIONARY,
DISTRIBUTED
SEARCH
FOR
INDUCING
CONCEPT
DESCRIPTIONS
.
322
C.
ANGLANO,
A.
GIORDANA,
G.
LO
BELLO,
L.
SAITTA
CONTINUOUS
MIMETIC
EVOLUTION
.
334
A.
DUCOULOMBIER,
M.
SEBAG
A
HOST-PARASITE
GENETIC
ALGORITHM
FOR
ASSYMETRIC
TASKS
.
346
B.
OLSSON
REINFORCEMENT
LEARNING
SPEEDING
UP
Q(A)-LEARNING
.
352
M.
WIERING,
J.
SCHMIDHUBER
Q-LEARNING
AND
REDUNDANCY
REDUCTION
IN
CLASSIFIER
SYSTEMS
WITH
INTERNAL
STATE
.
364
A.
GIANI,
A.
STICCA,
F.
BAIARDI,
A.
STARITA
COMPOSING
FUNCTIONS
TO
SPEED
UP
REINFORCEMENT
LEARNING
IN
A
CHANGING
WORLD
.
370
C.
DRUMMOND
THEORETICAL
RESULTS
ON
REINFORCEMENT
LEARNING
WITH
TEMPORALLY
ABSTRACT
OPTIONS
.
382
D.
PRECUP,
R.
S.
SUTTON,
S.
SINGH
A
GENERAL
CONVERGENCE
METHOD
FOR
REINFORCEMENT
LEARNING
IN
THE
CONTINUOUS
CASE
.
394
R.
MUNOS
NEURAL
NETWORKS
INTERPRETABLE
NEURAL
NETWORKS
WITH
BP-SOM
.
406
T.
WEIJTERS,
A.
VAN
DEN
BOSCH,
J.
VAN
DEN
HERIK
CONVERGENCE
RATE
OF
MINIMIZATION
LEARNING
FOR
NEURAL
NETWORKS
.
412
M.
H.
MOHAMED,
T.
MINAMOTO,
K.
NIIJIMA
AUTHOR
INDEX
.
419 |
| any_adam_object | 1 |
| author_corporate | ECML Chemnitz |
| author_corporate_role | aut |
| author_facet | ECML Chemnitz |
| author_sort | ECML Chemnitz |
| building | Verbundindex |
| bvnumber | BV011875466 |
| callnumber-first | Q - Science |
| callnumber-label | Q325 |
| callnumber-raw | Q325.5.E85 1998 |
| callnumber-search | Q325.5.E85 1998 |
| callnumber-sort | Q 3325.5 E85 41998 |
| callnumber-subject | Q - General Science |
| classification_rvk | ST 300 |
| classification_tum | DAT 708f |
| ctrlnum | (OCoLC)845053415 (DE-599)BVBBV011875466 |
| dewey-full | 006.3/121 |
| dewey-hundreds | 000 - Computer science, information, general works |
| dewey-ones | 006 - Special computer methods |
| dewey-raw | 006.3/1 21 |
| dewey-search | 006.3/1 21 |
| dewey-sort | 16.3 11 221 |
| dewey-tens | 000 - Computer science, information, general works |
| discipline | Informatik |
| format | Conference Proceeding Book |
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| genre | (DE-588)1071861417 Konferenzschrift 1998 Chemnitz gnd-content |
| genre_facet | Konferenzschrift 1998 Chemnitz |
| id | DE-604.BV011875466 |
| illustrated | Illustrated |
| indexdate | 2025-01-10T15:06:39Z |
| institution | BVB |
| institution_GND | (DE-588)2169437-0 |
| isbn | 3540644172 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-008024032 |
| oclc_num | 845053415 |
| open_access_boolean | |
| owner | DE-91G DE-BY-TUM DE-384 DE-739 DE-521 DE-525 DE-188 DE-706 DE-83 |
| owner_facet | DE-91G DE-BY-TUM DE-384 DE-739 DE-521 DE-525 DE-188 DE-706 DE-83 |
| physical | XII, 420 S. graph. Darst. |
| publishDate | 1998 |
| publishDateSearch | 1998 |
| publishDateSort | 1998 |
| publisher | Springer |
| record_format | marc |
| series | Lecture notes in computer science |
| series2 | Lecture notes in computer science |
| spelling | ECML 10 1998 Chemnitz Verfasser (DE-588)2169437-0 aut Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings Claire Nédellec ... (eds.) Berlin [u.a.] Springer 1998 XII, 420 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Lecture notes in computer science 1398 : Lecture notes in artificial intelligence Machine learning -- Congresses Machine learning -- Industrial applications -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 1998 Chemnitz gnd-content Maschinelles Lernen (DE-588)4193754-5 s DE-604 Nédellec, Claire Sonstige oth Lecture notes in computer science 1398 : Lecture notes in artificial intelligence (DE-604)BV000000607 1398 : Lecture DNB Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008024032&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings Lecture notes in computer science Machine learning -- Congresses Machine learning -- Industrial applications -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| subject_GND | (DE-588)4193754-5 (DE-588)1071861417 |
| title | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings |
| title_auth | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings |
| title_exact_search | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings |
| title_full | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings Claire Nédellec ... (eds.) |
| title_fullStr | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings Claire Nédellec ... (eds.) |
| title_full_unstemmed | Machine learning, ECML-98 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings Claire Nédellec ... (eds.) |
| title_short | Machine learning, ECML-98 |
| title_sort | machine learning ecml 98 10th european conference on machine learning chemnitz germany april 21 23 1998 proceedings |
| title_sub | 10th European Conference on Machine Learning, Chemnitz, Germany, April 21 - 23, 1998 ; proceedings |
| topic | Machine learning -- Congresses Machine learning -- Industrial applications -- Congresses Maschinelles Lernen (DE-588)4193754-5 gnd |
| topic_facet | Machine learning -- Congresses Machine learning -- Industrial applications -- Congresses Maschinelles Lernen Konferenzschrift 1998 Chemnitz |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=008024032&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| volume_link | (DE-604)BV000000607 |
| work_keys_str_mv | AT ecmlchemnitz machinelearningecml9810theuropeanconferenceonmachinelearningchemnitzgermanyapril21231998proceedings AT nedellecclaire machinelearningecml9810theuropeanconferenceonmachinelearningchemnitzgermanyapril21231998proceedings |