DMIN 2006 - PDF Preprint Papers

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DMIN
2006

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Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study

14 years 1 months ago

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This paper presents the results of classifying Arabic text documents using the N-gram frequency statistics technique employing a dissimilarity measure called the "Manhattan di...

Laila Khreisat

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Id	Views	Title	Status

1	293	Arabic Text Classification Using N-Gram Frequency Statistics A Comparative Study	claim
2	239	Mining of Stock Data: Intra- and Inter-Stock Pattern Associative Classification	claim
3	221	Color Image Segmentation Using Pulse-Coupled Neural Network for Locusts Detection	claim
4	174	Association Rule Mining from XML Data	claim
5	164	Random Forest and PCA for Self-Organizing Maps based Automatic Music Genre Discrimination	claim
6	160	MF-tree: Extracting and Clustering the Structural Features from Music Object in MusicXML	claim
7	158	Ensemble Selection Using Diversity Networks	claim
8	157	Data Mining of Air Traffic Control Operational Errors	claim
9	156	Design of a data mining framework to mine generalized association rules in a web-based GIS	claim
10	152	Anomaly Detection Using the Dempster-Shafer Method	claim
11	151	Rough Set Theory: Approach for Similarity Measure in Cluster Analysis	claim
12	150	Effect of Document Representation on the Performance of Medical Document Classification	claim
13	146	A Comparison of Two Document Clustering Approaches for Clustering Medical Documents	claim
14	144	Discovering Assignment Rules in Workforce Schedules Using Data Mining	claim
15	143	Reverse Tree Clustering	claim
16	142	Parallel Hybrid Clustering using Genetic Programming and Multi-Objective Fitness with Density (PYRAMID)	claim
17	141	Detecting Cheats In Online Student Assessments Using Data Mining	claim
18	141	Extracting Forensic Explanation from Intrusion Alerts	claim
19	138	Financial Time Series Segmentation based on Specialized Binary Tree Representation	claim
20	138	Quantification of a Privacy Preserving Data Mining Transformation	claim
21	138	Mining Complete Hybrid Sequential Patterns	claim
22	137	Discovering of Frequent Itemsets with CP-mine Algorithm	claim
23	134	Hyper-Rectangular and k-Nearest-Neighbor Models in Stochastic Discrimination	claim
24	133	A Fuzzy Neural Based Data Classification System	claim
25	132	Discovering Accurate and Interesting Classification Rules Using Genetic Algorithm	claim
26	132	An Overview of Associative Classifiers	claim
27	131	Use of Data Mining to Determine Cheating in Online Student Assessment	claim
28	126	An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules	claim
29	126	Comparison and Analysis of Mutation-based Evolutionary Algorithms for ANN Parameters Optimization	claim
30	125	Privacy-Preserving Bayesian Network Learning From Heterogeneous Distributed Data	claim
31	125	Biomedical Hypothesis Generation and Testing by Evolutionary Computation	claim
32	124	Use of Multivariate Data Analysis for Lumber Drying Process Monitoring and Fault Detection	claim
33	124	Optimal Multi-class Classification with Principal Components	claim
34	123	Application of data warehouse technology in power analysis	claim
35	123	Novel Evaluation Framework of Intrusion Detection Systems with Respect to Security Policies	claim
36	122	Clustering of Bi-Dimensional and Heterogeneous Time Series: Application to Social Sciences Data	claim
37	122	Cost-Sensitive Analysis in Multiple Time Series Prediction	claim
38	122	Class Selection Avoiding Key-like Property for Better Precise Rules	claim
39	120	Time Series as a Point - A Novel Approach for Time Series Cluster Visualization	claim
40	115	Indexing Spatio-Temporal Trajectories with Orthogonal Polynomials	claim
41	115	Development of a Multi-Classifier Approach for Multilingual Text Categorization	claim
42	115	Data Mining Techniques to Study Therapy Success with Autistic Children	claim
43	115	Privacy Preserving in Clustering using Fuzzy Sets	claim
44	114	Towards Using Fewer Features for Text Classification	claim
45	113	Performance Evaluation of Two Data Mining Techniques of Network Alarms Analysis	claim
46	113	Back-propagation DEA	claim
47	111	Research on Classification of Printing Fault Using Support Vector Machines	claim
48	111	Profiling and Clustering Internet Hosts	claim
49	109	Revised Aggregation-tree Used in Metadata Extraction from SVG Images	claim
50	108	Sequential and Parallel Rule Extraction from a Concept Lattice	claim
51	107	Enhancing Data Preparation Processes Using Triggers For Active Datawarehousing	claim
52	106	A Medical Claim Fraud/Abuse Detection System based on Data Mining: A Case Study in Chile	claim
53	105	Development of an Optimal Neural Network for Avalanche Forecast in Himalayan Region	claim
54	105	Structural Analysis and Destabilizing Terrorist Networks	claim
55	103	Modeling of the counter-examples and association rules interestingness measures behavior	claim
56	98	Feature Similarity Based Redundancy Reduction for Gene Selection	claim
57	83	On Novelty Evaluation of Potentially Useful Patterns	claim

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