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Workforce Optimization for Bank Operation Centers: A Machine Learning Approach
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-12)
Online Banking Systems evolved and improved in recent years with the use of mobile and online technologies, performing money transfer transactions on these channels can be done without delay and human interaction, however ...
Anomaly based Intrusion Detection using Modified Fuzzy Clustering
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-12)
This paper presents a network anomaly detection method based on fuzzy clustering. Computer security has become an increasingly vital field in computer science in response to the proliferation of private sensitive information. ...
Multi-agent Systems for Arabic Handwriting Recognition
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-12)
This paper aims to give a presentation of the PhD defended by Boulid Youssef on December 26th, 2016 at University Ibn Tofail, entitled “Arabic handwritten recognition in an offline mode”. The adopted approach is realized ...
Comparison of Feedforward Network and Radial Basis Function to Detect Leukemia
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-09)
Leukemia is a fast growing cancer also called as blood cancer. It normally originates near bone marrow. The need for automatic leukemia detection system rises ever since the existing working methods include labor-intensive ...
A Depth Video-based Human Detection and Activity Recognition using Multi-features and Embedded Hidden Markov Models for Health Care Monitoring Systems
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-06)
Increase in number of elderly people who are living independently needs especial care in the form of healthcare monitoring systems. Recent advancements in depth video technologies have made human activity recognition (HAR) ...
Brain Computer Interface for Micro-controller Driven Robot Based on Emotiv Sensors
(https://ijimai.org/journal/bibcite/reference/2594, 2017-09)
A Brain Computer Interface (BCI) is developed to navigate a micro-controller based robot using Emotiv sensors. The BCI system has a pipeline of 5 stages- signal acquisition, pre-processing, feature extraction, classification ...
Detection of Lung Nodules on Medical Images by the Use of Fractal Segmentation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-09)
In the present paper, a method for the detection of malignant and benign tumors on the CT scan images has been proposed. In the proposed method, firstly the area of interest in which the tumor may exist is selected on the ...
Nature Inspired Range Based Wireless Sensor Node Localization Algorithms
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-12)
Localization is one of the most important factors highly desirable for the performance of Wireless Sensor Network (WSN). Localization can be stated as the estimation of the location of the sensor nodes in sensor network. ...
Handwritten Character Recognition Based on the Specificity and the Singularity of the Arabic Language
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-06)
A good Arabic handwritten recognition system must consider the characteristics of Arabic letters which can be explicit such as the presence of diacritics or implicit such as the baseline information (a virtual line on which ...
A Novel Hybrid Approach for Fast Block Based Motion Estimation
(International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI), 2017-12)
The current work presents a novel hybrid approach for motion estimation of various video sequences with a purpose to speed up the entire process without affecting the accuracy. The method integrates the dynamic Zero motion ...