Главная    Ex Libris    Книги    Журналы    Статьи    Серии    Каталог    Wanted    Загрузка    ХудЛит    Справка    Поиск по индексам    Поиск    Форум   
blank
Авторизация

       
blank
Поиск по указателям

blank
blank
blank
Красота
blank
Kaburlasos V.G. — Towards a Unified Modeling and Knowledge-Representation Based on Lattice Theory: Computational Intelligence and Soft Computing Applications
Kaburlasos V.G. — Towards a Unified Modeling and Knowledge-Representation Based on Lattice Theory: Computational Intelligence and Soft Computing Applications

Читать книгу
бесплатно

Скачать книгу с нашего сайта нельзя

Обсудите книгу на научном форуме



Нашли опечатку?
Выделите ее мышкой и нажмите Ctrl+Enter


Название: Towards a Unified Modeling and Knowledge-Representation Based on Lattice Theory: Computational Intelligence and Soft Computing Applications

Автор: Kaburlasos V.G.

Аннотация:

By 'model' we mean a mathematical description of a world aspect. With the proliferation of computers a variety of modeling paradigms emerged under computational intelligence and soft computing. An advancing technology is currently fragmented due, as well, to the need to cope with different types of data in different application domains. This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It is shown how rigorous analysis and design can be pursued in soft computing using conventional (hard computing) methods. Moreover, non-Turing computation can be pursued. The material here is multi-disciplinary based on our on-going research published in major scientific journals and conferences. Experimental results by various algorithms are demonstrated extensively. Relevant work by other authors is also presented both extensively and comparatively.


Язык: en

Рубрика: Computer science/

Статус предметного указателя: Готов указатель с номерами страниц

ed2k: ed2k stats

Год издания: 2006

Количество страниц: 245

Добавлена в каталог: 31.12.2007

Операции: Положить на полку | Скопировать ссылку для форума | Скопировать ID
blank
Предметный указатель
$\sigma$-FLN      72
$\sigma$-FLN advantages      76 146
$\sigma$-FLNMAP      82
$\sigma$-FLNMAP drawback      91
AI      12
Algebra      187
Algebra Boolean      26
Algorithm CALFIN      52
Algorithm IM      32
Algorithm PAREST      92
Ambiguity      64 162 165
Applications non-numeric data      123
Applications numeric data      97
Applied mathematics      171
ART      36 141
Assimilation Condition      72 81 144
atom      22
Bagging      168
Ball      57
Bijection      58
Birkhoff      4
Boosting      168
Calculus of thought      182
Cardinality      156 169 185
Category      34
Category function      70 91
Causal      66 70
CDF      54
Chain      22
Church-Turing thesis      176
CI      12 179
class      34
Classifier (model)      68
Classifier unstable      91
Cluster      70
Cognitive neural systems      172
Comparable      22
Competitive clustering      71
Complement coding      144
Cone      44 51 81
Consistency Property      28 201 204
Convex combination      51 81
Curse of dimensionality      156 158
Curve fitting      6
d$\sigma$-FLN      84
d-FLN      77
Darwin      94
DATA      63
Data artificial      97
Data benchmark      100 123
Data disparate      VII 9 62 65
Data don't care      37 203
Data fusion      62
Data heterogeneous      47
Data linguistic      64
Data Mining      9
Data missing      37 203
Data non-numeric      6 10 64 68
Data structured      9 60 64 153
Data transform      11 62
databases      17
decision-making      29 35 69
Decision-making Bayesian      164
Dempster Shafer      164
Derivative      181
Diagonal      32
Direct product      24 25
Distance      9
Duality principle      23 26
Energy function      65 150
Entscheidungsproblem      175
Euclidean space, VII      10 35
Extension neural networks      149
Family (of intervals)      33 70
Fast learning mode      144
FCA      17
Fertilizer granules      137
FIN      39 45 51
FIN interpretation      45
FIS      168
FIS novel      159
fit      85
Fit tightest      85
Flat (vector) data      152
FLN      71
FLN fit      85
flowchart      73
FNN      153
Function      67 185
Function approximation      67
Functions integrable      57
Fuzzy arithmetics      162
Fuzzy lattice      3 30 31 50
Fuzzy number shape      158
Fuzzy numbers      39
Fuzzy set      30
Fuzzy set theory      16 165
Fuzzy-ART(MAP)      3 142
GA      70 79 94
Galois connection      171
Generalized intervals      32 39
Generalized spheres      58
Granular      147
Granule (information)      46 69 83 170
Graph      60
grARMA      163
Group Abelian      38 188
grSOM      71 77
grSOM greedy      77
grSOM greedy advantages      79
grSOM incremental      81
grSOM objective      152
Hamming distance      30 33
Hausdorf metric      48
HC      12 183
HCI      10
hierarchical      66
Hybrid system(s)      6 17
Hyperboxes      18
Hypercomputing      177 181
Hypercube      36 83
IC      37 176 177
Inclusion measure      3 28 29 49
Incomparable      22
information      63
Inherently restrictive      157 169
Injective monotone map      32 58
Intelligent algorithms      5
Interpolation      93 162
interval      39 70
Interval of confidence      54
Intuitionistic (fuzzy) set      46
Intuitive inequality      50
Intuitive results      48 149
Isomorphism      23 26
Karnaugh map      87
Knowledge      66
Knowledge acquisition      140 171
Knowledge discovery      8
Knowledge representation      63
KSOM      150
Lattice      16 24 143
Lattice (algebraic definition)      25
Lattice Boolean      26
Lattice complete      24 31
Lattice constituent      29 31
Lattice employment rationale      18
Lattice hidden      25 29 58
Lattice theory      VII 3 24 62 165 178 183
Lattice theory disadvantage      180
Lattice theory novelty      18
Lattice theory utility      4
Learning problem      67
Linear space      43 57 188
Logic      16
Logic Boolean      37
Logic propositional      37
LSE      65 67 155
Majority-voting      91
Mass function      42 151 162
Master-graph      60
Mathematical morphology      17
Maximal expansions      72 122 206
Measurement      VII 5 15
mechatronics      116
Median      53
Memory based      89 166
Metric      27 186
Min-max neural networks      36
Minimal access surgical drilling      117
Minkowski metrics      29 49 186
MLP drawbacks      153
Modalities      62
Model      VII 67
Model empirical      6
Model uncertainty      7
Model unification      69
Modeling classic      5
Models human-oriented      9
Models of the mind      18 182
Modular      66
Monotone      25 189
Moore's law      176
Morphism      172
Multidisciplinary      VII
Norm      44 188
Occam razor      145
Ontology      11
Optimization      70 94 155
Otosclerosis      130
Overfit(ting)      68 157
Ozone concentration      120
Partial order(ing)      21 31 46
Partially ordered      57
PDF      54
Piston prosthesis      130
POSET      21
Power set      60 185
Probability space      38
Probability theory      38 165
Pseudometric      27 47 186
Quantum computer      176
Quotient      34 205
Quotient (set)      186
Raman spectra      116 130
Real number(s)      6 35
Regression (model)      68
Relation (binary)      21 185
Relation congruence      57 187
Relation equivalence      185
Relation many-to-many      69
Relation parent-of      124
Representation problem      177
Rule(s)      83 151 154 167
sc      12 179
Search problem      67
Semantic Web      11
Semantics      63 65 172
Semantics algebraic      11 63
Semantics tuning      66
Set inclusion      28
Similarity      9
Soft tissue      116
Sphere      58
Stability-Plasticity dilemma      141
Statistics of all orders      54
Structure identification      160
Sublattice      25
Sufficient condition(s)      29 32
Sugar-beet      134
SVM      169
Syntactic manipulation      66
System theory computation      181
Totally ordered      22
Turing machine      175
Unification      vii
Unsupervised      9
Valuation      27
Valuation monotone      27
Valuation positive      27 42
Valuation positive utility      27
Vector lattice      43
Version spaces      17
Vigilance paremeter      144
von Neumann      176
Voting $\sigma$-FLNMAP      92
Weight function      93
blank
Реклама
blank
blank
HR
@Mail.ru
       © Электронная библиотека попечительского совета мехмата МГУ, 2004-2017
Электронная библиотека мехмата МГУ | Valid HTML 4.01! | Valid CSS! О проекте