Index

L

l-negative region 155

Laplace estimator 5, 269

large-scale KD problems 30

latent variables 18

lattice structure 116

learning from examples using rough sets (LERS) 145

learning process 421

legal issues 408

Index

M

machine learning 279, 303

machine learning in Java (MLJ) 28

machine learning techniques 305

marginal cost-oriented basic cost models 254

market basket analysis 116

Markov Chain Monte Carlo methods (MCMC) 266

Markov chain simulation 274

Markov chains 274

matching factor 167

mathematical probability 2

Maximum A Posteriori (MAP) 5

maximum performance efficiency (MPE) 239, 244

mean 5

mean estimate 5

mean substitution 182

median 5

medical field 168

medical imaging 443

memory form 38

memory hierarchy 108

meta-evolutionary ensembles (MEE) 81, 97

metric-based model selection 32

metropolis algorithm 275

minimal complex 150

minimum confidence 177

minimum description length (MDL) 27

minimum support 116

mining free text for content markers 280

mixture model 32

mixture prior 10

model selection 28, 31, 37

model-based procedures 186

Index

N

Naive Bayes 267

natural language 169

natural language processing 279

navigation 443

nearest neighbor methods 176

neighboring neurons 204

network transmission 439

neural network net query-by-structure 308

Index

O

objective probability 5

online analytical mining architecture (OLAM) 445

online catalogues 442

online information DBs 442

Index

P

p-elementary sets 148

p-value 5

parallel computation 106

parallel data mining (PDM) 108

parallel programming 110

parameterized model 4

Pareto front 81

Pareto optimization 81

partial matching 167

partitioning 30

pattern recognition 177

patterns obtention 430

PDBSCAN 134

performance evaluation 384

periodicity analysis 444

permissible edge 15

personalization 439

personalized Web agents 440

phenomenal DM 445

pipe skeleton 112

posterior density 3

posterior odds 3

posterior probability 260

presentation consistency 280

presentation criteria 302

presentation similarity 280

principal components analysis 30

prior distribution 264

prior odds 3

privacy 397

probabilistic decision table 156

probabilistic dependency 157

probability 260

problem definition 373