A Probabilistic Approach to Building Defect Prediction Model for Platform-based Product Lines

Changkyun Jeon,Neunghoe Kim,Hoh In

#Defect prediction #defect life cycle #markov chain #product line engineering #software engineering

Machine Learning Models for Statistical Analysis

Marko Grebovic,Luka Filipovic,Ivana Katnic,Milica Vukotic,Tomo Popovic

#Machine learning #artificial neural networks #statistical models #accuracy measures

Abductive Network Ensembles for Improved

Mojeeb Al-Khiaty1, Radwan Abdel-Aal2, and Mahmoud Elish1,3 1Information and Computer Science Department, King Fahd University of Petroleum and Minerals, Saudi

#Change-proneness # software metrics # abductive networks # ensemble classifiers

An Empirical Study to Evaluate the Relationship of Object-Oriented Metrics and Change Proneness

Abstract: Software maintenance deals with changes or modifications which software goes through. Change prediction models

#Change proneness # empirical validation # machine learning # object-oriented and software quality

Enhanced Hybrid Prediction Models for Time Series Prediction

as artificial neural networks are considered to be better for prediction of data with non-linear patterns. In the real-life, time-

#Hybrid model # adaptive neuro-fuzzy inference systems # soft computing # neural network # statistical techniques

ANN Based Execution Time Prediction Model and Assessment of Input Parameters through ISM

Anju Shukla, Shishir Kumar, and Harikesh Singh

#Cloud computing # neural network # Prediction model # Resource selection

Default Prediction Model: The Significant Role of

Data Engineering in the Quality of Outcomes

#Default Prediction # Classification # Pre-processing # Prediction # Features Selection # Generic Algorithm # PSO Algorithm # Naïve Bayes # Decision Tree # SVM # Random Forest # Banking # Risk Management

Machine Learning Based Prediction of Complex Bugs in Source Code

Ishrat-Un-Nisa Uqaili and Syed Nadeem Ahsan

#Software bugs # software metrics # machine learning # fault prediction model

Predicting Student Enrolments and Attrition Patterns in Higher Educational Institutions using

Machine Learning

#Machine learning # predictive model # apriori algorithm # student retention # enrolment behaviour # association rule mining # boosting # ensemble method

Instagram Post Popularity Trend Analysis and Prediction using Hashtag, Image Assessment, and

User History Features

#Social media # Instagram # popularity trend # machine learning # prediction model

The Critical Feature Selection Approach using Ensemble Meta-Based Models to Predict Academic Performances

Muhammad Qasim Memon,Yu Lu,Shengquan Yu,Aasma Memon,Abdul Rehman Memon

#Educational data mining #students' prediction #machine learning #ensemble meta-based models #feature selection

Machine Learning-Based Model for Prediction of Power Consumption in Smart Grid

Shamik Tiwari,Anurag Jain,Kusum Yadav,Rabie Ramadan

#Smart grid #grid stability #machine learning #load balancing #prediction model

Applying Deep Convolutional Neural Network (DCNN) Algorithm in the Cloud Autonomous Vehicles Traffic Model

Dhaya Ramakrishnan,Kanthavel Radhakrishnan

#Cloud computing #neural network #prediction model #resource selection