Community-Based User Domain Model Collaborative Recommendation Algorithm. Abstract?Collaborative Filtering (CF) is a commonly used technique in recommendation systems. It can promote items of interest to a target user from a large selection of available items. It is divided into two broad classes: memory-based algorithms and model-based algorithms. The latter requires some time to build a…
Comparison and evaluation of data mining techniques with algorithmic models in software cost estimation Abstract?Software Cost Estimation (SCE) is one of important topics in producing software in recent decades. Real estimation requires cost and effort factors in producing software by using of algorithmic or Artificial Intelligent (AI) techniques. Boehm developed the Constructive Cost Model (COCOMO)…
Computer-Aided Breast Cancer Detection Using Mammograms: A Review Abstract?Breast cancer is the second most common cancer in the world and more prevalent in the female population. Since the cause of the disease remains unknown, early detection and diagnosis is the optimal solution to prevent tumor progression and allow a successful medical intervention, save lives and…
Constant Modulus Algorithm for Peak-to-Average Power Ratio (PAPR) Reduction in MIMO OFDM/A Abstract?A new peak-to-average power ratio (PAPR) reduction approach for MIMO-OFDM/A is developed based on the well-known constant modulus algorithm (CMA). This combines two ideas:< Final Year Projects > 1) time domain signals from ?resource blocks? (consisting of several subcarriers) may be linearly combined…
Constructing a Global Social Service Network for Better Quality of Web Service Discovery Abstract?Web services have had a tremendous impact on the Web for supporting a distributed service-based economy on a global scale. However, despite the outstanding progress, their uptake on a Web scale has been significantly less than initially anticipated. The isolation of services…
Content Based Color Image Classification using SVM Abstract? We propose a novel approach for content based color image classification using Support Vector Machine (SVM).< Final Year Projects > Traditional classification approaches deal poorly on content based image classification tasks being one of the reasons of high dimensionality of the feature space. In this paper, color…
Content-based image retrieval approach for biometric security using colour, texture and shape features controlled by fuzzy heuristics Abstract?we discuss a new content-based image retrieval approach for biometric security, which is based on colour, texture and shape features and controlled by fuzzy heuristics. The proposed approach is based on the three well-known algorithms: colour histogram, texture…
Content-Based Image Retrieval with Graph Theoretic Approach Abstract? This letter introduces a novel unsupervised graph-theoretic approach in the framework of region-based retrieval of remote sensing (RS) images. The proposed approach is characterized by two main steps: (1) modeling each image by a graph, which provides region-based image representation combining both local information and related spatial…
Continuous authentication, using behavioral biometrics, with keystroke and mouse Abstract? CA continuous behaviometric authentication system is tested on 99 users over 10 weeks, focusing on keystroke dynamics, mouse movements, application usage, and the system footprint.< Final Year Project > In the process, a new trust model was created to enable continuous evaluation of the behaviometric…