•  947
    Diagnosis of Blood Cells Using Deep Learning
    with Ahmed J. Khalil
    International Journal of Academic Engineering Research (IJAER) 6 (2): 69-84. 2022.
    In computer science, Artificial Intelligence (AI), sometimes called machine intelligence, is intelligence demonstrated by machines, in contrast to the natural intelligence displayed by humans and other animals. Computer science defines AI research as the study of "intelligent agents": any device that perceives its environment and takes actions that maximize its chance of successfully achieving its goals. Deep Learning is a new field of research. One of the branches of Artificial Intelligence Sci…Read more
  •  1623
    Diagnosis of Pneumonia Using Deep Learning
    International Journal of Academic Engineering Research (IJAER) 6 (2): 48-68. 2022.
    Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines or software that work and react like humans. Some of the activities computers with artificial intelligence are designed for include, Speech, recognition, Learning, Planning and Problem solving. Deep learning is a collection of algorithms used in machine learning, It is part of a broad family of methods used for machine learning that are based on learning representations of data. Deep…Read more
  •  1465
    Retina Diseases Diagnosis Using Deep Learning
    with Abeer Abed ElKareem Fawzi Elsharif
    International Journal of Academic Engineering Research (IJAER) 6 (2): 11-37. 2022.
    There are many eye diseases but the most two common retinal diseases are Age-Related Macular Degeneration (AMD), which the sharp, central vision and a leading cause of vision loss among people age 50 and older, there are two types of AMD are wet AMD and DRUSEN. Diabetic Macular Edema (DME), which is a complication of diabetes caused by fluid accumulation in the macula that can affect the fovea. If it is left untreated it may cause vision loss. Therefore, early detection of diseases is a critica…Read more
  •  287
    The Reality of Applying the Balanced Scorecard in the Egyptian Ceramic Companies
    with AbdElaal AbdAllah AbdElaal, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Management Science Research (IJAMSR) 5 (10): 128-140. 2021.
    The study aimed to identify the level of organizational performance in ceramic companies in the Tenth of Ramadan City, where the researchers used the descriptive analytical method, through a questionnaire distributed. The study reached a set of results, the most important of which are: the presence of a clear consensus of the study sample from the members of the senior management that all dimensions of the balanced scorecard variable are largely present in the ceramic companies under study, and …Read more
  •  372
    An Expert System for Ankle Problems
    with Basel Y. Elhabil
    International Journal of Engineering and Information Systems (IJEAIS) 5 (4): 57-66. 2021.
    Abstract— Anatomy of the anterior compartment includes the tibia and the fibula. It also includes the tibialis anterior tendon, the extensor hallucis longus tendon and the extensor digitorum longus tendons. The anterior tibial artery and the deep peroneal nerve and finally the superior and inferior extensor retinaculum. In this paper an expert system was designed to help users to correctly diagnose ankle problems. There are many structures present at the anterior aspect of the ankle; these struc…Read more
  •  865
    Classification of Alzheimer’s Disease Using Traditional Classifiers with Pre-Trained CNN
    International Journal of Academic Health and Medical Research (IJAHMR) 5 (4): 17-21. 2021.
    Abstract: Alzheimer's disease (AD) is one of the most common types of dementia. Symptoms appear gradually and end with severe brain damage. People with Alzheimer's disease lose the abilities of knowledge, memory, language and learning. Recently, the classification and diagnosis of diseases using deep learning has emerged as an active topic covering a wide range of applications. This paper proposes examining abnormalities in brain structures and detecting cases of Alzheimer's disease especially …Read more
  •  244
    The Reality of the Quality of Health Services in the Union of Health Work Committees in Gaza In Light of the Corona Pandemic
    with Muhammad K. Hamdan, Mansour A. Mansour, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 5 (4): 97-104. 2021.
    Abstract: The aim of the research is to identify the reality of the quality of health services in light of the Corona Pandemic, and in order to achieve the research objectives, the researchers used the descriptive and analytical approach using a comprehensive survey method for the total research community, whose number reached (110) individuals, while (90) were recovered: The level of health service quality is of relative weight (76%). Among the most important recommendations made by the researc…Read more
  •  266
    The Level of Leadership Characteristics among Palestinian Police Employees In Light Of the Corona Pandemic
    with Yaser A. Al Shorafa, Muhammad K. Hamdan, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 5 (3): 44-53. 2021.
    Abstract: The study aimed to identify the level of leadership characteristics among Palestinian police employees in Gaza Strip in light of the Corona pandemic, and to achieve the objectives of the study, the researchers used the descriptive approach in its analytical method, using a questionnaire applied to the police officers at the Central Governorate Police Station, whose number is (113) individuals, they were Selected using stratified randomly method, and the study resulted in a set of resul…Read more
  •  289
    Sensing Organizational Justice and Its Relationship to Altruistic Behavior in the Palestinian Police
    with Mohammed N. R. Abusamaan, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 5 (3): 17-43. 2021.
    Abstract: This study aimed to analyze the relationship between the determinants of organizational justice and altruistic behavior from the point of view of the police officers in Gaza Strip. The study relied on the descriptive and analytical approach, using the questionnaire, and targeting a stratified random sample of (400) officers, who hold the rank of captain and above, from the study population of 1550 officers, and the study tool was distributed to the sample members in all departments and…Read more
  •  556
    Determinants of Organizational Justice and Their Relationship to Conscientious Behavior from the Point Of View of Officers Working In the Palestinian Police Force
    with Mohammed N. R. Abusamaan, Mazen J. Al-Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 5 (2): 67-88. 2021.
    Abstract: Purpose - This study aimed to analyze the relationship between the determinants of organizational justice and their relationship to conscientious behavior from the point of view of officers working in the Palestinian police in Gaza Strip. Methodology - The study relied on the descriptive and analytical approach, using the questionnaire, targeting a stratified random sample of (400) officers, who hold the rank of captain and above, from the study population of 1550 officers. The study t…Read more
  •  440
    The level of Mediation Outcomes of Disputes Resolution in Workplace at UNRWA, Gaza
    with Abdallah I. Qandil, Muhammad K. Hamdan, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Multidisciplinary Research (IJAMR) 5 (2): 310-327. 2021.
    Abstract: The research also aims at identifying the differences between respondents as attributed to their professional and personal traits of age, gender, educational level, distribution of department, dispute resolution experience and representation party. Researchers adopted mixed data collection methods; quantitative and qualitative. For qualitative, a semi-structured interview was conducted with (9) officials including management, staff unions and expert external mediators. (63) Questionnai…Read more
  •  514
    The Relationship between Psychological Capital and Dedication in Work among Employees in Palestinian Universities
    with Amal M. ElShobaky, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 4 (11): 38-60. 2020.
    Abstract: The study aimed to identify the relationship between psychological capital and dedication to work among administrative employees in Palestinian universities, and in order to achieve the objectives of the study, a descriptive analytical approach was used, and the study population consisted of all administrative employees in Palestinian universities: the Islamic University, Al-Azhar University, Palestine University, and Al-Quds Open University The number of (1104) male and female employe…Read more
  •  186
    Effect of Oxygen Consumption of Thylakoid Membranes (Chloroplasts) From Spinach after Inhibition Using JNN
    with Hisham Ziad Belbeisi, Youssef Samir Al-Awadi, and Muhammad Munir Abbas
    International Journal of Academic Health and Medical Research (IJAHMR) 4 (11): 1-7. 2020.
    Abstract: In this research, an Artificial Neural Network (ANN) model was developed and tested to predict effect of oxygen consumption of thylakoid membranes (chloroplasts) from spinach after inhibition. A number of factors were identified that may affect of oxygen consumption of thylakoid membranes from spinach. Factors such as curve, herbicide, dose, among others, as input variables for the ANN model. A model based on multi-layer concept topology was developed and trained using the data from so…Read more
  •  594
    Low Birth Weight Prediction Using JNN
    with Osama Salah El-Din Al-Madhoun, Afnan Omar Abu Hasira, and Soha Ahmed Hegazy
    International Journal of Academic Health and Medical Research (IJAHMR) 4 (11): 8-14. 2020.
    Abstract: In this research, an Artificial Neural Network (ANN) model was developed and tested to predict Birth Weight. A number of factors were identified that may affect birth weight. Factors such as smoke, race, age, weight (lbs) at last menstrual period, hypertension, uterine irritability, number of physician visits in 1st trimester, among others, as input variables for the ANN model. A model based on multi-layer concept topology was developed and trained using the data from some birth cases …Read more
  •  1048
    Breast Cancer Diagnosis and Survival Prediction Using JNN
    with Mohammed Ziyad Abu Shawarib, Ahmed Essam Abdel Latif, and Bashir Essam El-Din Al-Zatmah
    International Journal of Engineering and Information Systems (IJEAIS) 4 (10): 23-30. 2020.
    Abstract: Breast cancer is reported to be the most common cancer type among women worldwide and it is the second highest women fatality rate amongst all cancer types. Notwithstanding all the progresses made in prevention and early intervention, early prognosis and survival prediction rates are still not sufficient. In this paper, we propose an ANN model which outperforms all the previous supervised learning methods by reaching 99.57 in terms of accuracy in Wisconsin Breast Cancer dataset. Experi…Read more
  •  1188
    Books’ Rating Prediction Using Just Neural Network
    with Alaa Mazen Maghari, Iman Ali Al-Najjar, and Said Jamil Al-Laqtah
    International Journal of Engineering and Information Systems (IJEAIS) 4 (10): 17-22. 2020.
    Abstract: The aim behind analyzing the Goodreads dataset is to get a fair idea about the relationships between the multiple attributes a book might have, such as: the aggregate rating of each book, the trend of the authors over the years and books with numerous languages. With over a hundred thousand ratings, there are books which just tend to become popular as each day seems to pass. We proposed an Artificial Neural Network (ANN) model for predicting the overall rating of books. The prediction …Read more
  •  306
    The Level of Creativity at the University of Palestine from the Employees Point of View
    with Nader H. Abusharekh, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Multidisciplinary Research (IJAMR) 4 (10): 45-56. 2020.
    Abstract: This study aims to identify the level of creativity in the University of Palestine from the point of view of the employees, as the researchers used the descriptive and analytical method, through a questionnaire distributed to a sample of employees at the University of Palestine, where the size of the study population is (234) employees, and the size of the sample (117) employees, of which (90) employees responded. The study reached a set of results, the most important of which are: A h…Read more
  •  400
    The Behavior of Organizational Citizenship in Palestinian Police Force between Reality and Expectations
    with Mohammed N. R. Abusamaan, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Multidisciplinary Research (IJAMR) 4 (10): 167-197. 2020.
    Abstract: This study aimed to identify the behavior of organizational citizenship in Palestinian Police Force between reality and expectations, and this study comes to study the reality of human resources and their organizational behavior in the police apparatus, which is the largest security services operating in Gaza Strip, so it is expected that this study will contribute to improving this This aspect will be reflected positively on serving the country and the citizen and achieving security a…Read more
  •  878
    Strategic Flexibility and Its Relationship to the Level of Quality of Services Provided in Non-Governmental Hospitals
    with Zahi O. Abu-Nahel, Wafiq H. Alagha, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Multidisciplinary Research (IJAMR) 4 (10): 57-84. 2020.
    Abstract: The study aimed to determine the strategic flexibility and its relationship to the level of quality of services provided, from the viewpoint of the internal beneficiary in non-governmental hospitals in Gaza Strip. The study relied on the descriptive and analytical approach, and the questionnaire was designed as a tool to collect data and consisted of (39) items, and the researchers used the comprehensive survey method, and the number of the study population was (536) individuals, where…Read more
  •  508
    Psychological Capital and Its Relationship to the Sense of Vitality among Administrative Employees in Universities
    with Amal M. El Shobaky, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 10 (10): 69-86. 2020.
    Abstract: The study aimed to identify the level of psychological capital (Psychological Capital) and the level of sense of vitality among the administrative employees in Palestinian universities, among the administrative employees in Palestinian universities in Gaza Strip, and to achieve the objectives of the study, the descriptive and analytical approach was used, and the study population consisted of all the administrative employees in Palestinian universities: The Islamic University, Al-Azhar…Read more
  •  382
    Quality of Services and Its Role in Enhancing Strategic Flexibility in Non-Governmental Hospitals
    with Zahi O. Abu-Nahel, Wafiq H. Alagha, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research(IJAAFMR) 4 (10): 38-56. 2020.
    Abstract: The study aimed to determine the quality of services and its role in enhancing strategic flexibility, from the point of view of the internal beneficiary in non-governmental hospitals in Gaza Strip. The study relied on the descriptive and analytical approach, and the questionnaire was designed as a tool to collect data and consisted of (39) items, and the researchers used the comprehensive survey method, and the number of the study population was (536) individuals, where (434) questionn…Read more
  •  323
    Promote the Practice of Global Pioneering Orientation for Employees of the University of Palestine
    with Nader H. Abusharekh, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Multidisciplinary Research (IJAMR) 4 (9): 34-47. 2020.
    This study aims to identify the strengthening of the global entrepreneurial orientation practice for employees at the University of Palestine, where the researchers used the descriptive and analytical approach, through a questionnaire distributed to a sample of employees at the University of Palestine, where the size of the study population is (234) employees and the sample size is (117) Employees, of whom (90) employees responded. The study found a set of results, the most important of which ar…Read more
  •  630
    Responsive Flexibility and Its Role in Improving Service Quality in Non-Governmental Hospitals
    with Zahi O. Abu-Nahel, Mazen J. Al Shobaki, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research (IJAAFMR) 4 (9): 38-61. 2020.
    The study aimed at identifying responsive flexibility and its role in improving service quality, from the point of view of the internal beneficiary in non-governmental hospitals in Gaza Strip. The study relied on the descriptive and analytical approach, and the questionnaire was designed as a tool to collect data, and the researchers used the comprehensive survey method, and the number of the study population was (536) single, where (434) questionnaires were retrieved, and the recovery rate was …Read more
  •  402
    Digital Reputation in the University Of Palestine: An Analytical Perspective of Employees' Point Of View
    with Mazen J. Al Shobaki, Nader H. Abusharekh, and Suliman A. El Talla
    International Journal of Academic Accounting, Finance and Management Research (IJAAFMR) 4 (9): 22-37. 2020.
    This study aims to identify the digital reputation at the University of Palestine: an analytical perspective of the employees ’point of view, where the researchers used the descriptive and analytical approach, through a questionnaire distributed to a sample of employees at the University of Palestine, where the size of the study population is (234) employees, and the size of The sample is (117) employees, of whom (90) employees responded. The study provided a theoretical framework for what the w…Read more
  •  1511
    Artificial Neural Network for Predicting Car Performance Using JNN
    with Awni Ahmed Al-Mobayed, Youssef Mahmoud Al-Madhoun, and Mohammed Nasser Al-Shuwaikh
    International Journal of Engineering and Information Systems (IJEAIS) 4 (9): 139-145. 2020.
    In this paper an Artificial Neural Network (ANN) model was used to help cars dealers recognize the many characteristics of cars, including manufacturers, their location and classification of cars according to several categories including: Buying, Maint, Doors, Persons, Lug_boot, Safety, and Overall. ANN was used in forecasting car acceptability. The results showed that ANN model was able to predict the car acceptability with 99.12 %. The factor of Safety has the most influence on car acceptabili…Read more
  •  728
    The Reality of Applying Strategic Agility in Palestinian NGOs
    with K. Hamdan Muhammad, A. El Talla Suliman, and J. Al Shobaki Mazen
    International Journal of Academic Multidisciplinary Research (IJAMR) 4 (4): 76-103. 2020.
    Abstract: The study aimed to identify the reality of the application of strategic agility in the Palestinian civil organizations in Gaza Strip, and the concept of strategic agility has included a number of areas which are (strategic sensitivity, clarity of vision, choice of strategic goals, rapid response, joint responsibility, taking actions, core capabilities) and the study used An analytical descriptive approach, and the questionnaire as a main tool for collecting data from the employees of t…Read more
  •  367
    Creative Behavior in Palestinian NGOs between Reality and Expectations
    with K. Hamdan Muhammad, A. El Talla Suliman, and J. Al Shobaki Mazen
    International Journal of Academic Multidisciplinary Research (IJAMR) 4 (3): 91-107. 2020.
    Abstract: The study aimed to identify the creative behavior in the Palestinian civil organizations between reality and expectations, and the study used the descriptive analytical approach and the questionnaire as a main tool for collecting data from employees of associations operating in the governorates of Gaza Strip, and the cluster sample method was used and the sample size was (343) individuals and has been recovered (298) Resolution. The following results were reached: The relative weight o…Read more
  •  284
    Taking Action, Rapid Response and Its Role in Improving the Creative Behavior of Organizations
    with K. Hamdan Muhammad, A. El Talla Suliman, and J. Al Shobaki Mazen
    International Journal of Academic Accounting, Finance and Management Research (IJAAFMR) 4 (4): 41-62. 2020.
    Abstract: The study aimed to identify the procedures and speed of response and their role in improving the creative behavior of Palestinian NGOs. The study used the descriptive analytical approach and the questionnaire as a main tool for collecting data from employees of associations operating in Gaza Strip governorates, and the cluster sample method was used and the sample size reached (343) individuals. (298) questionnaires were retrieved, and the following results were reached: The relative w…Read more
  •  487
    Strategic Creativity in Islamic Banks in Palestine between Reality and Implementation
    with S. Keshta Mohamed, A. El Talla Suliman, and J. Al Shobaki Mazen
    International Journal of Academic Accounting, Finance and Management Research (IJAAFMR) 4 (3): 79-99. 2020.
    It aimed to identify the strategic creativity in Islamic banks in Palestine between reality and implementation. The study adopted the descriptive analytical approach. A questionnaire was designed as a tool for the study. The study community consisted of all employees in Islamic banks from the top and middle management and the study has been applied to the Palestinian Islamic bank and the Arab Islamic Bank. The comprehensive inventory method was used, given the small size of the study sample, as …Read more
  •  558
    The Reality of Using the Balanced Scorecard in Business Incubators
    with Y. Shehada Rania, A. El Talla Suliman, and J. Al Shobaki Mazen
    International Journal of Engineering and Information Systems (IJEAIS) 4 (3): 67-95. 2020.
    Abstract: This study aimed to identify the reality of using a balanced scorecard in business incubators in Gaza Strip, and the study relied on the descriptive analytical approach, and the study population consisted of all employees working in business incubators in Gaza Strip in addition to experts and consultants in incubators, where their total number reached (62) Individually, the researchers used the questionnaire as a main tool for collecting data through the comprehensive survey method…Read more