Current Issue

November 2018, Volume 9, Number 6

Utilizing Imbalanced Data and Classification Cost Matrix to Predict Movie Preferences  
Haifeng Wang, Penn State University New Kensington, USA

Regularized Fuzzy Neural Networks to Aid Effort Forecasting in the Construction and Software Development  
Paulo Vitor de Campos Souza, Augusto Junio Guimaraes, Vanessa Souza Araujo, Thiago Silva Rezende, Vinicius Jonathan Silva Araujo , CEFET-MG , Brazil

Network Learning and Training of a Cascaded Link-Based Feed Forward Neural Network (CLBFFNN) in an Intelligent Trimodal Biometric System  
Benson-Emenike Mercy E1 and Ifeanyi-Reuben Nkechi J2,1Abia State Polytechnic Nigeria, 2Rhema University Nigeria

September 2018, Volume 9, Number 5

Enhancement of Cognitive Abilities of an Agent-Robot on the Basis of Image Recognition and Sound Perception  
Wladimir Stalski, Technical University (St. Petersburg), Russia

A Novel Scheme for Accurate Remaining Useful Life Prediction for Industrial IoTs by Using Deep Neural Network  
Abdurrahman Pektas1 and ElifNurdan Pektas2, 1Galatasaray University, Turkey and 2Siemens CTTurkey, Turkey

A Case Study of Innovation of an Information Communication System and Upgrade of the Knowledge Base in Industry
by ESB, Artificial Intelligence, and Big Data System Integration
Alessandro Massaro1, Angelo Calicchio1, Vincenzo Maritati1, Angelo Galiano1, Vitangelo Birardi1, Leonardo Pellicani1,
Maria Gutierrez Millan2, Barbara Dalla Tezza2, Mauro Bianchi2, Guido Vertua2, Antonello Puggioni2, 1Dyrecta Lab, Italy
and 2Performance in Lighting S.p.A., Italy

Extending Output Attentions in Recurrent Neural Networks for Dialog Generation  
Chanseung Lee, Lane College, USA

July 2018, Volume 9, Number 4

Behavior-Based Security for Mobile Devices Using Machine Learning Techniques  
Sherif Rashad1 and Jonathan Byrd2,3, 1University of Southern Indiana, USA, 2Colorado State University, USA and
3Morehead State University, USA

An Implementation, Empirical Evaluation and Proposed Improvement for Bidirectional Splitting Method for
Argumentation Framework Under Stable Semantics
Renata Wong, Nanjing University, China

Performance Evaluation of Various Emotion Classification Approaches from Physiological Signals  
Dilana Hazer-Rau, Lin Zhang and Harald C. Traue, University of Ulm, Germany

Comparison of ANFIS and ANN Techniques in the Simulation of a Typical Aircraft Fuel System Health Management  
Vijaylakshmi S. Jigajinni1 and Vanam Upendranath2, 1Basaveshwar Engineering College, India and 2CSIR-National
Aerospace Laboratories, India

May 2018, Volume 9, Number 3

ESB Platform Integrating Knime Data Mining Tool Oriented on Industry 4.0 Based on Artificial Neural Network
Predictive Maintenance
Alessandro Massaro, Vincenzo Maritati, Angelo Galiano, Vitangelo Birardi, Leonardo Pellicani, Dyrecta Lab, Italy

An Optimized System to Solve Text-Based Captcha  
Ye Wang and Mi Lu, Texas A&M University, USA

Outdoor Mobile Robotic Assistant Micro-Controller Module (Arduino), Firmware and Infrared Sensor Circuit Design
and Implementation, Operating Principle and Usage of Pirmotion Sensor
Bashir Ahmad, Multimedia University, Malaysia

March 2018, Volume 9, Number 2

Overview and Application of Enabling Technologies Oriented on Energy Routing Monitoring, on Network Installation
and on Predictive Maintenance
Alessandro Massaro, Angelo Galiano, Giacomo Meuli and Saverio Francesco Massari, Dyrecta Lab, Italy

Prevention of Heart Problem Using Artificial Intelligence  
Nimai Chand Das Adhikari, Indian Institute of Space Science and Technology - Thiruvananthapuram, India

Segmentation of Multiple Sclerosis Lesion in Brain MR Images Using Fuzzy C-Means  
Saba Heidari Gheshlaghi1, Abolfazl Madani2, AmirAbolfazl Suratgar1 and Fardin Faraji3, 1Amirkabir University of
Technology (Tehran Polytechnic), Iran, 2South Tehran Branch Islamic Azad University (IAU) Tehran, Iran and
3Arak University of Medical Sciences, Iran

Ranking Based on Collaborative Feature Weighting Applied to the Recommendation of Research Papers  
Amir E. Sarabadani Tafreshi1, Amirehsan Sarabadani Tafreshi1 and Anca L. Ralescu2, 1ETH Zurich University,
Switzerland and2University of Cincinnati, USA

Texture Classification of Sea Turtle Shell Based on Color Features: Color Histograms and Chromaticity Moments  
Wdnei R. da Paixao, Thiago M. Paixao, Mateus C. B. da Costa, Jefferson O. Andrade, Flavio G. Pereira and
Karin S. Komati, Federal Institute of Esp´┐Żrito Santo (IFES), Brazil

Home Appliance Identification for Nilm Systems Based on Deep Neural Networks  
Deyvison de Paiva Penha and Adriana Rosa Garcez Castro, Federal University of Para, Brazil

Unsupervised Robotic Sorting : Towards Autonomous Decision Making Robots  
Joris GuErin, StEphane Thiery, Eric Nyiri and Olivier Gibaru, Arts et Metiers ParisTech, France

January 2018, Volume 9, Number 1

A Quantitative Approach in Heuristic Evaluation of E-Commerce Websites  
Xiaosong Li, Ye Liu, Zizhou Fan and Will Li, Unitec Institute of Technology, New Zealand

A New Multi Criteria Decision Making Method : Approach of Logarithmic Concept (APLOCO)  
Tevfik Bulut, The Ministry of Science, Industry and Technology, Turkey

Comparison of Artificial Neural Networks and Fuzzy Logic Approaches for Crack Detection in a Beam Like Structure  
B Prakruthi Gowd1, K Jayasree2 and Manjunath N. Hegde3, 1Vidya Jyothi Institute of Technology, India, 2Vasavi
College of Engineering, India and 3Dr. Ambedkar Institute of Technology, India

Estimate of the Head Produced by Electrical Submersible Pumps on Gaseous Petroleum Fluids, A Radial Basis Function
Network Approach
Morteza Mohammad zaheri1, Mojataba Ghodsi1 and Abdullah AlQallaf2, 1Sultan Qaboos University, Oman and
2Kuwait University, Kuwait

Hardware Design for Machine Learning  
Pooja Jawandhiya, Nanyang Technological University, Singapore