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A Review on Machine Learning Techniques for Software Defect Prediction

Journal:Technical Journal, 2018, Volume 23, Issue No 2

Author(s): Saima Farhan, Muhammad Abuzar Fahiem, Huma Tauseef

Keyword(s): Classification, machine learning, Software Metrics, Software Defect Prediction

Sound Recognition Aimed towards Hearing Impaired Individuals in Urban Environment using Ensemble Methods

Journal:Journal of Information Communication Technologies and Robotic Applications (JICTRA), 2018, Volume 9, Issue No 1

Author(s): Syed Adnan Shah, Ahsan Malik, Sumair Aziz, Wakeel Ahmad

Keyword(s): Acoustic Feature Extraction, machine learning, classification, ensemble methods, urban sound

Comparative Analysis of Collaborative Filtering on GraphLab, MLlib and Mahout

Journal:Journal of Independent Studies and Research (JISR), 2015, Volume 13, Issue No 1

Author(s): Abdul Samad, Dr. Syed Saif ur Rahman

Keyword(s): Recommendation System, machine learning, Collaborative filtering

Information Extraction of Diseases and its Application

Journal:Journal of Independent Studies and Research (JISR), 2017, Volume 15, Issue No 1

Author(s): Mashmuma Qurban, Dr. Syed Saif Ur Rehman

Keyword(s): Information Extraction, Disease, Text mining, Natural language processing, K-Nearest neighbor, Naïve Bayes, machine learning, Dictionary based technique

Cost Sensitive Learning and SMOTE Methods for Imbalanced Data

Journal:Journal of Applied & Emerging Sciences, 2018, Volume 8, Issue No 1

Author(s): Akbar Khan, Faizullah Khan, Surat Khan, Ishtiaq Ahmed Khan, Muhammad Saeed

Keyword(s): Cost Sensitive Learning, machine learning, WEKA, SMOTE, Imbalanced Data

BotCap: Machine Learning Approach for Botnet Detection Based on Statistical Features

Journal:International Journal of Communication Networks and Information Security (IJCNIS), 2018, Volume 10, Issue No 3

Author(s): Mohammed S. Gadelrab, Muhammad ElSheikh, Mahmoud A. Ghoneim, Mohsen Rashwan

Keyword(s): Security, Botnet, Botware, Malware Analysis, Malware Detection, machine learning

Dynamic Detection of Software Defects Using Supervised Learning Techniques

Journal:International Journal of Communication Networks and Information Security (IJCNIS), 2019, Volume 9, Issue No 1

Author(s): Alaa Al-Nusirat, Feras Hanandeh, Mohammad Kamel Kharabsheh, Mahmoud Al-Ayyoub, Nahla Al-dhfairi

Keyword(s): Software defects prediction, machine learning, Artificial Neural network, supervised classifiers

Aspect-based Sentiment Analysis on a Large-Scale Data: Topic Models are the Preferred Solution

Journal:Bahria University Journal of Information & Communication Technology, 2015, Volume 8, Issue No 2

Author(s): Muhammad Taimoor Khan, Mehr Durrani, Kamran H. Khan, Armughan Ali, Shehzad Khalid

Keyword(s): Aspectbased opinion mining, aspect-based sentiment analysis, machine learning, sentiment orientation, topic models

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