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Browsing by Author "Tamimi, Hashem"

Browsing by Author "Tamimi, Hashem"

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  • Abstract Classification 
    Salah, Iyas; Wazwaz, Yamen; Amro, Amro (جامعة بوليتكنك فلسطين - علم حاسوب, 2023-07-01)
    As a result of the accumulation of unindexed research papers and public articles in libraries and research centers, a classification method is required to classify these research papers into their proper class. Abstract ...
  • Accelerating Information Retrieval from Profile Hidden Markov Model Databases. 
    Tamimi, Ahmad; Ashhab, Yaqoub; Tamimi, Hashem (2016)
    Profile Hidden Markov Model (Profile-HMM) is an efficient statistical approach to represent protein families. Currently, several databases maintain valuable protein sequence information as profile-HMMs. There is an increasing ...
  • Car Safety 
    Alawaysa, Raghad (جامعة بوليتكنك فلسطين - هندسة حاسوب, 2018-05-01)
    This project aim is to design a device that is suitable and dedicated for cars, the device will help us to overcome a serious issue we face a lot in our life, it will help all Moms and Dads to rescue their children lives ...
  • Computer based analysis of electrophorsis gel images 
    Abu-Sharar, Bissan; Hantash, Mais; Barbarawi, Madleen (جامعة بوليتكنك فلسطين - تكنولوجيا المعلومات, 2010-05-01)
    Determining the genetic diversity between individuals is one of the most important fields in biology. DNA marker systems have been used in diversity studies where markers are visualized on electrophoresis gel images. ...
  • Deep Reinforcement Learning - based Rotary Inverted Pendulum 
    Hroub, Qusai (جامعة بوليتكنك فلسطين - هندسة حاسوب, 2021-12-01)
    Artificial Intelligence systems have become a very important term in many engineering fields. Intelligent robot systems are an example of Intelligence systems (IS). To develop an IS, we need Intelligent control methods ...
  • Design a single channel EEG system and processing the corresponding signals using HMM 
    Altakroury, Hamza; Zahdeh, Shehdeh (جامعة بوليتكنك فلسطين - هندسة حاسوب, 2010-06-01)
    The idea of brain computer interface solves the problems of the disables by analyzing their brain signals , these signals are acquired in the form of electroencephalogram signals and then processed by the computer which ...
  • Developing a powerful in silico tool for the discovery of novel caspase-3 substrates: a preliminary screening of the human proteome. 
    Ayyash, Muneef; Tamimi, Hashem; Ashhab, Yaqoub (2012-01-23)
    Caspases are a family of cysteinyl proteases that regulate apoptosis and other biological processes. Caspase-3 is considered the central executioner member of this family with a wide range of substrates. Identification of ...
  • Developing bioinformatics approaches to analyze and cluster pathogenic bacteria based on seg mental genomic duplication 
    Al-Khateeb, Amjad; Al-Halawani, Khaldoun (جامعة بوليتكنك فلسطين - تكنولوجيا المعلومات, 2009-06-01)
    This project aims to implement the computer science concepts in the biotechnology field. The idea is to apply machine learning algorithms such as Fuzzy C-Means, Subtractive, and genetic algorithms. A set of pathogenic ...
  • Evolutionary Based Optimization of String Kernels for Support Vector Machine 
    Sultan, Ruba (جامعة بوليتكنك فلسطين - informatics, 2012-02-01)
    We introduce a novel approach that automatically develops a new optimized string kernel using evolutionary approaches. The new evolved kernel is used to enhance the prediction performance of Support Vector Machines ...
  • Features Extraction of Plant Compound Leaf 
    ldais, Asma; Abu Maizer, Duaa; Tartory, Haneen (جامعة بوليتكنك فلسطين - تكنولوجيا المعلومات, 2010-05-01)
    Extraction features from plant leaf represents a challenging problem in image processing. Many researchers extracted features from plant leaf to help in plant classification and also in early · diagnosis of certain plant ...
  • General purpose real object tracking using particle optimization algorithm 
    Albashiti, Ahlam; Jabari, Ala (جامعة بوليتكنك فلسطين - تكنولوجيا المعلومات, 2009-02-01)
    Object Tracking is a field of computer vision which concerns with following and locating moving desired objects in video sequences . Previous techniques depend on detecting the entire image , pixel by pixel which is time ...
  • Goalkeeper Robot using Reinforcement Learning and Computer Vision 
    Amro, Amro; Irshaid, Ruba; Ewawi, Majd (جامعة بوليتكنك فلسطين - هندسة حاسوب, 2021-12-01)
    In this project, we aim to build an intelligent goalkeeper robot that is able to prevent the ball from passing the goal border. The robot will move in a linear direction. It will be trained by trial and error through ...
  • The impact of pre-clustering on classification of heterogeneous protein data 
    Altartouri, Haneen; Tamimi, Hashem; Ashhab, Yaqoub (Network Modeling Analysis in Health Informatics and Bioinformatics - Springer, 2021-09-14)
    The aim of this paper is to evaluate improvement in the classification of protein sequence data by introducing clustering as a prepossessing step. Clustering analysis was introduced to discover any possible sub-clusters ...
  • Machine Learning Based Disambiguation of Author’s Names in ORCID Citations 
    sleeman, Jumah (جامعة بوليتكنك فلسطين - معلوماتية, 6/1/2018)
    Author’s Names Disambiguation (AD) is a type of record linkage which is applied to scholarly documents. The ambiguity often occurs due to different factors such as authors who have more than one name version, or group of ...
  • Machine Learning Based Taxi Demand Prediction 
    Al-Aloul, Samah (جامعة بوليتكنك فلسطين - معلوماتية, 9/1/2020)
    Traffic is the pulse of any city that impacts the social, economic and healthy life of millions of people. Demand prediction, mainly taxi demand prediction, plays an important role in intelligent transportation systems in ...
  • Mobile Crawler: A Robot that learns by itself 
    Amr, Buthaina; Sider, Ruba (جامعة بوليتكنك فلسطين - هندسة حاسوب, 2018-05-01)
    Reinforcement Learning (RL) is one machine learning algorithm that enables robots autonomously develop control laws and policies to achieve optimization goals by means of punishments and rewards. The aim of this work is ...
  • Mobile localization using particle swarm optimization 
    Al-Sharabati, Anas; Ihrezat, Rafat; Hammad, Hamouda (جامعة بوليتكنك فلسطين - تكنولوجيا المعلومات, 2009-01-01)
    This project aims to guide a blind person in order to find her / his location in indoor environment , where no Geographical Positing System can help . The environment that surrounds the person is represented by a set of ...
  • A Mobile Robot that Recognizes Different Terrains 
    Elayyan, Ilham (جامعة بوليتكنك فلسطين - كلية الهندسة - ميكانيك, 2014-07-01)
    The main idea of the project based on that the vibrations that induced in the body of a mobile robot while moving on a ground are different from terrain type to another, these vibrations can be used to make the robot learn ...
  • Real- time gesture recognition using 3D images 
    Dweik, Osama (جامعة بوليتكنك فلسطين - informatics, 6/1/2021)
    KINECT has been recently introduced in the market as a low cost 3D acquisition device, so it will be interesting to discover the power of this device when we use it for gesture recognition. In this thesis, we propose a ...
  • Server Load Prediction Based on Dynamic Neural Networks 
    Aljabari, Ghannam; Tamimi, Hashem (Students Innovation Conference, Palestine Polytechnic University, 2012)
    Predicting server load is involved in distributed system applications such as load balancing and load sharing. Applying machine learning based methods for load prediction in distributed system applications can improve the ...

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