A Bi-Level Text Classification Approach for SMS Spam Filtering and Identifying Priority Messages

Naresh Kumar Nagwani

#SMS spam #priority sms #important sms #sms spam filtering #bi-level binary classification

Utilizing Artificial Bee Colony Algorithm as Feature Selection Method in Arabic Text Classification

Musab Mustafa Hijazi,Akram Zeki,Amelia Ismail

#Artificial bee colony #Arabic text classification #wrapper feature selection #feature selection

A Topic-Specific Web Crawler using Deep Convolutional Networks

Saed ALqaraleh,Hatice Meltem Nergız Sırın

#CNN #natural language processing #text classification #topic specific crawler #focused crawler #web crawling

Exploring the Potential of Schemes in Building NLP

LaTICE Laboratory, Faculty of Sciences of Monastir, Tunisia

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Baraa Sharef 1, 3, Nazlia Omar1, and Zeyad Sharef 2

#Arabic TC # FRAM # automatic TC # text classification

Evaluating Social Context in Arabic Opinion Mining Mohammed Al-Kabi1, Izzat Alsmadi2, Rawan Khasawneh3, and Heider Wahsheh4 1Computer Science Department, Zarqa University, Jordan 2Computer Science Department, University of New Haven, USA 3Computer Information Systems Department, Jordan University of Science and Technology, Jordan 4Computer Science Department, King Khaled University, Saudi Arabia

balanced benchmark corpus. To accomplish this study ten Arabic lexicons were constructed manually, and a new tool called

#Big data # social networks # sentiment analysis # Arabic text classification # and analysis # opinion mining

Hybrid Support Vector Machine based Feature Selection Method for Text Classification

However, high dimensionality is a considerable impediment observed in the text classification field in spite of the fact that

#Feature ranking # text classification # feature selection # SVM-based weighting # hybridization # dimensionality reduction

Feature Selection Method Based On Statistics of Compound Words for Arabic Text Classification

Aisha Adel, Nazlia Omar, Mohammed Albared, and Adel Al-Shabi

#Feature selection method # compound words # arabic text classification

Enhanced Latent Semantic Indexing Using Cosine Similarity Measures for Medical Application

Fawaz Al-Anzi1 and Dia AbuZeina2 1Department of Computer Engineering, Kuwait University, Kuwait 2Computer Science Department, Palestine Polytechnic University, Palestine

#Arabic Text # Latent Semantic Indexing # Search Engine # Dimensionality Reduction # Text Classification

Direct Text Classifier for Thematic Arabic Discourse Documents

Khalid Nahar1, Ra’ed Al-Khatib1, Moy'awiah Al-Shannaq1, Mohammad Daradkeh2, and Rami Malkawi3 1Department of Computer Sciences, Yarmouk University, Jordan 2Department of Management Information System, Yarmouk University, Jordan 3Department of Computer Information System, Yarmouk University, Jordan

#Text mining # Arabic discourse; text classification # topic modling # n-gram language model # topical coherence

A New Vector Representation of Short Texts for Classification

Yangyang Li and Bo Liu

#Text representation # short-text classification # Latent Dirichlet Allocation # topic model

Performance Evaluation of Keyword Extraction Techniques and Stop Word Lists on Speech-To-Text Corpus

Blessed Guda,Bello Kontagora Nuhu,James Agajo,Ibrahim Aliyu

#natural language processing #RAKE #textrank #stoplist #speech recognition

Arabic Text Recognition

Ramzi Haraty,Catherine Ghaddar

#Arabic text classification #artificial neural networks