Parallel mining for fuzzy association rules
Tài liệu Báo cáo " Fully parallel methods for a class of linear partial differential-algebraic equations " pptx
... Galo, I Albarreal, M.C Calzada, J.L Cruz, E Fernandez-Cara, M Mari´n, Stability and Convergence of a Parallel ´ Fractional Step Method for the Solution of Linear Parabolic Problems, Applied Mathematics ... Marszalek, Z Trzaska, A Boundary-value Problem for Linear PDAEs, Int.J.Appl.Math.Comput.Sci., Vol 12, No (2002) 487 [3] T Lu, P Neittaanmaki, X.C Tai, A Parallel Split...
Tài liệu Sequential Event Prediction with Association Rules docx
... approach to sequential event prediction In Preparation, 2011 Jinyan Li, Xiuzhen Zhang, Guozhu Dong, Kotagiri Ramamohanarao, and Qun Sun Efficient mining of high confidence association rules without ... retrieves a set of rules tailored to the application GenRules can be replaced by any algorithm for mining association rules; there is a vast literature on such algorithms since the...
Tài liệu Báo cáo khoa học: "Collecting Highly Parallel Data for Paraphrase Evaluation" doc
... yielded 85K English descriptions for 2K videos, one of the largest paraphrase data resources publicly available In addition, the highly parallel nature of the data allows us to use standard MT ... retain workers who performed well Since the scope of this data collection effort extended beyond gathering English data alone, we Everyone who submitted descriptions in a foreign lan...
Tài liệu Báo cáo khoa học: "ParaSense or How to Use Parallel Corpora for Word Sense Disambiguation" pdf
... instances in the five supported languages Online machine translations tools have already been used before to create artificial parallel corpora that were used for NLP tasks such as for instance Named ... features related to the focus word itself being the word form of the focus word, the lemma, Part-of-Speech and chunk information • local context features related to a window...
Tài liệu Báo cáo khoa học: "An Efficient Parallel Substrate for Typed Feature Structures on Shared Memory Parallel Machines" docx
... used for parsing different sentences Conclusion and Future Work We described PSTFS, a substrate for parallel processing of typed feature structures PSTFS serves as an efficient programming environment ... operations on shared heaps by parallel agents Application and Performance Evaluation This section describes two different types of HPSG parsers implemented on PSTFS O...
Báo cáo khoa học: "Exploiting Parallel Texts for Word Sense Disambiguation: An Empirical Study" potx
... multiple and distinct Chi- nese translations appear in the aligned Chinese sentence For example, for an English occurrence channel, both “频道” (sense translation) and “途 径” (sense translation) ... lumped into one sense (i.e., they are all translated into one Chinese word) , we not perform WSD on these words The aver- age number of senses before and after sense lumping is 5.07...
Báo cáo khoa học: "Automatic Induction of Finite State Transducers for Simple Phonological Rules" pptx
... in its rules, we added a decision tree to each state of the machine, describing the behavior of that state For example, the decision tree for state of the machine in Figure is shown in Figure Note ... Destination State: On end of string: Output: nil, Destination State: • the suffix of the output string beginning at position i+1 • the destination state After the process...
Data Mining Association Rules: Advanced Concepts and Algorithms Lecture Notes for Chapter 7 Introduction to Data Mining docx
... viable candidate, then it can be obtained by merging w with < {1} {2 6} {5}> © Tan,Steinbach, Kumar Introduction to Data Mining 37 GSP Example © Tan,Steinbach, Kumar Introduction to Data Mining ... 0. 17 = 0.9 Sup(W1, W2, W3) = + + + + 0. 17 = 0. 17 © Tan,Steinbach, Kumar Introduction to Data Mining 20 Multi-level Association Rules Food Electronics Bread Computer...
Báo cáo khoa học: "Using Bilingual Parallel Corpora for Cross-Lingual Textual Entailment" pptx
... through cross-lingual links can at most complement the lexical knowledge extracted from more generic multilingual resources (e.g bilingual dictionaries) Using Parallel Corpora for CLTE Bilingual parallel ... tables extracted from bilingual parallel corpora can be exploited as an effective way to capture both lexical relations between single words, and contextual informatio...
Báo cáo khoa học: "Mining WordNet for Fuzzy Sentiment: Sentiment Tag Extraction from WordNet Glosses" potx
... are performed separately for each of the subsets of GI-H4 that are characterized by a different distance from the core of the lexical category of sentiment Sentiment Tag Extraction from WordNet ... sentiment information from WordNet entries using STEP (Semantic Tag Extraction Program) algorithm, (2) discuss the overall performance of STEP on WordNet glosses, (3) outl...
Báo cáo khoa học: "Error Mining for Wide-Coverage Grammar Engineering" ppt
... archaic formulas such as God zij dank (Thank God) In such examples, the form zij is the (archaic) subjunctive form of the Dutch verb zijn (to be) The sequence Het zij zo is another fixed formula ... provides a wealth of information about systematic problems in the grammar and lexicon, which is otherwise hard to obtain Experiments and results 3.1 First experiment Data For our experiments, w...
Mining Association Rules between Sets of Items in Large Databases pptx
... Summary We introduced the problem of mining association rules between sets of items in a large database of customer transactions Each transaction consists of items purchased by a customer in a visit ... these itemsets and not all candidate itemsets A straightforward procedure for determining for an itemset X will be to maintain minsupport number of largest values...
Comparing Association Rules and Decision Trees for Disease Prediction pptx
... support can be used for pruning the search space in Phase [34] Association rules and prediction rules from decision trees are contrasted in [16] The lift measure for association rules was introduced ... attributes, association rules are more effective However, our constraints for association rules may be adapted to decision trees, but that is subject of futur...
MINING ASSOCIATION RULES WITH ADJUSTABLE INTERESTINGNESS
... What is data mining? 1.2 Data mining versus query tools 1.3 Mining association rules 1.4 Outline of the thesis CHAPTER 2: Mining association rules with weighted ... Problem definition CHAPTER 3: Mining association rules with adjustable interestingness .10 3.1 Interestingness and interesting itemsets 10 3.2 Interestingness constraints ... 3.3 Motivation behind...
Parallel mining for fuzzy association rules
... mining, association rules, binary association rules, quantitative alien rules, fuzzy association rules, parallel algorithm 9 C h ap ter Introduction to Data m ining 1.1 Data m in in g 1.1.1 Data mining: ... 3.2 Fuzzy association r u l e s 24 3.2.1 Data discretization based on fuzzy s e t 24 3.2.2 Fuzzy association r u l e s 27 3.2.3 Algorithm for fuzzy associa...
Từ khóa:
- mining multiplelevel association rules based
- mining wordnet for fuzzy sentiment
- a genetic algorithm for generating fuzzy classification rules
- on the selection of meaningful association rules
- an efficient parallel substrate for typed feature structures
- an efficient algorithm for generating classification rules
- parallel algorithm for finding prime numbers