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Browsing 08 Information and Computing Sciences by Author

Browsing 08 Information and Computing Sciences by Author "Al-Jumaily Adel"

Now showing items 1-20 of 38

Automatically Early Detection of Skin Cancer: Study Based on Neural Network Classification

Lau Ho; Al-Jumaily Adel (IEEE Computer Society Conference Publishing Services (CPS), 2009)

In this paper, an automatically skin cancer classification system is developed and the relationship of skin cancer image across different type of neural network are studied with different types of preprocessing.. The ...
The Automatic Identification of Melanoma by Wavelet and Curvelet Analysis: The Automatic Identification of Melanoma by Wavelet and Curvelet Analysis:

Abu Mahmoud Md Khaled; Al-Jumaily Adel; Takruri Maen (IEEE, 2011)

this paper proposes an automatic skin cancer (melanoma) classification system. The input for the prosed system is a collected data images, it followed by different image processing procedures to enhance the image properties. ...
Blood Pressure Estimation with Considering of Stroke volume Effect

Al-Jaafreh Moha'Med; Al-Jumaily Adel (IGI Global, 2008)

The mean arterial pressure (MAP) is a very important cardiovascular parameter for physicians to diagnose various cardiovascular diseases. Many algorithms were used to estimate MAP with different accuracy. These algorithms ...
A Combined Ant Colony and Differential Evolution Feature Selection Algorithm

Al-Jumaily Adel; Khushaba Rami N; Al Sukker Akram; Al-Ani Ahmed (Springer, 2008)

Feature selection is an important step in many pattern recognition systems that aims to overcome the so-called curse of dimensionality problem. Although Ant Colony Optimization (ACO) proved to be a powerful technique in ...
Combining Wavefront Propagation and Possibility Theory for Autonomous Navigation in an Indoor Environment

Leung Cindy; Al-Jumaily Adel (ARAA (Australian Robotics & Automation Association), 2003)
Continuous Measurement of Oxygen Saturation level Using Photoplethysmorgraphy Signal

Al-Jumaily Adel; Azmal Gazi; Al-Jaafreh Moha'Med (Research Publishing Services, 2006)

Measuring Oxygen Saturation Level is an important part in monitoring patient's health condition. This is commonly monitored by a pulse oximeter, which has been widely adopted around the world as a standard measure ...
Differential Evolution based Feature Subset Selection

Khushaba Rami N; Al-Jumaily Adel; Al-Ani Ahmed (IEEE, 2008)

In this paper, a novel feature selection algorithm based on differential evolution (DE) optimization technique is presented. The new algorithm, called DEFS, modifies the DE which is a real-valued optimizer, to suit the ...
Dimensionality Reduction with Neuro-Fuzzy Discriminant Analysis

Khushaba Rami N; Al-Jumaily Adel; Al-Ani Ahmed (World Academy of Science, Engineering and Technology, 2009)

One of the most important tasks in any pattern recognition system is to find an informative, yet small, subset of features with enhanced discriminatory power. In this paper, a new neuro-fuzzy discriminant analysis based ...
Electromyogram (EMG) Driven System Based Virtual Reality for Prosthetic and Rehabilitation Devices

Olivares Ricardo; Al-Jumaily Adel (The Association for Computing Machinery, 2009)

The users of current prosthetic and rehabilitation devices are facing problems to adapt to their new hosts or not receiving any bio-feedback despite rehabilitation process and retraining, particularly when working with ...
Enhanced Feature Selection Algorithm Using Ant Colony Optimization and Fuzzy Memberships

Al Sukker Akram; Khushaba Rami N; Al-Ani Ahmed; Al-Jumaily Adel (IASTED, 2008)

Feature selection is an indispensable pre-processing step when mining huge datasets that can significantly improve the overall system performance. This paper presents a novel feature selection method that utilizes both the ...
Exploring in Face Recognition Approaches

Hamd Muthhana; Al-Jumaily Adel; Mohamad Laith (CSREA Press, 2010)

Biometric recognition system refers to the automatic recognition of human beings based on their physiological and/or behavioral characteristics. First, a general Automatic Face Recognition (AFR) system framework is proposed ...
Feature Subset Selection Using Differential Evolution

Khushaba Rami N; Al-Ani Ahmed; Al-Jumaily Adel (Springer Berlin / Heidelberg, 2009)

One of the fundamental motivations for feature selection is to overcome the curse of dimensionality. A novel feature selection algorithm is developed in this chapter based on a combination of Differential Evolution (DE) ...
Fuzzy Discriminant Analysis based Feature Projection in Myoelectric Control

Khushaba Rami N; Al-Jumaily Adel; Al-Ani Ahmed (IEEE, 2008)

The myoelectric signal (MES) from human muscles is usually utilized as an input to the controller of a multifunction prosthetic hand. In such a system, a pattern recognition approach is usually employed to discriminate ...
Fuzzy logic based human detection for CCTV recording application

Badaoui Rami; Al-Jumaily Adel (IEEE, 2010)

utilizing CCTV cameras based on fuzzy logic model. The propose system aiming to has a capability of identifying certain objects in line of sight and determine if the object is a human or not. The propose system is a real ...
Fuzzy Logic Technique for RF Based Localisation System In Built Environment

Al-Jumaily Adel; Ramadanny Bashar (AIML, 2005)

Localisation for human or robots in built environment is one of impartment issue in many applications. Increasing mobile computing devices, that often require knowing where things are actually placed, can be utilised ...
Fuzzy wavelet packet based feature extraction method for multifunction myoelectric control

Khushaba Rami N; Al-Jumaily Adel (World Academy of Science, Engineering and Technology, 2007)

The myoelectric signal (MES) is one of the Biosignals utilized in helping humans to control equipments. Recent approaches in MES classification to control prosthetic devices employing pattern recognition techniques ...
Genetic Fuzzy Approach for detecting Sleep Apnea/Hypopnea Syndrome

Maali Yashar; Al-Jumaily Adel (IEEE, 2011)

This paper proposes a genetic fuzzy approach for detecting Apnea/Hypopnea events by using Air flow, thoracic and abdominal respiratory movement signals and Oxygen desaturation as inputs. Results show efficiency of this approach.
Intelligent Artificial Ants based Feature Extraction from Wavelet Packet Coefficients for Biomedical Signal Classification

Al-Jumaily Adel; Khushaba Rami N; Al-Ani Ahmed; Al Sukker Akram (IEEE, 2008)

n this paper, a new feature extraction method utilizing ant colony optimization in the selection of wavelet packet transform (WPT) best basis is presented and adopted in classifying biomedical signals. The new algorithm, ...
Intelligent Pedestrian Detection System in Semi-dark Environment

Gan Yi; Al-Jumaily Adel (IEEE Computer Society Conference Publishing Services (CPS), 2009)

Computer vision techniques have been widely used in various applications. In recent years, as energy efficiency have gradually become a important issues, computer vision techniques can be integrated into a smart control ...
Intelligent Techniques Based RF Based Human Localization in Indoor Environment

Al-Jumaily Adel; Ramadanny Bashar (River Publishers, 2008)

Localization of human in indoor environment is one of the impartment issues in many applications. Building such real time system became fea- sible recently because of the increasing availability of mobile comput- ing devices ...

Now showing items 1-20 of 38

Browsing 08 Information and Computing Sciences by Author "Al-Jumaily Adel"

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Browsing 08 Information and Computing Sciences by Author "Al-Jumaily Adel"