•  11
    Adaptive intelligent learning approach based on visual anti-spam email model for multi-natural language
    with Akbal Omran Salman and Dheyaa Ahmed Ibrahim
    Journal of Intelligent Systems 30 (1): 774-792. 2021.
    Spam electronic mails (emails) refer to harmful and unwanted commercial emails sent to corporate bodies or individuals to cause harm. Even though such mails are often used for advertising services and products, they sometimes contain links to malware or phishing hosting websites through which private information can be stolen. This study shows how the adaptive intelligent learning approach, based on the visual anti-spam model for multi-natural language, can be used to detect abnormal situations …Read more
  •  13
    An extensive review of state-of-the-art transfer learning techniques used in medical imaging: Open issues and challenges
    with Belal Al-Khateeb and Abdulrahman Abbas Mukhlif
    Journal of Intelligent Systems 31 (1): 1085-1111. 2022.
    Deep learning techniques, which use a massive technology known as convolutional neural networks, have shown excellent results in a variety of areas, including image processing and interpretation. However, as the depth of these networks grows, so does the demand for a large amount of labeled data required to train these networks. In particular, the medical field suffers from a lack of images because the procedure for obtaining labeled medical images in the healthcare field is difficult, expensive…Read more
  •  19
    Speech is a primary means of human communication and one of the most basic features of human conduct. Voice is an important part of its subsystems. A speech disorder is a condition that affects the ability of a person to speak normally, which occasionally results in voice impairment with psychological and emotional consequences. Early detection of voice problems is a crucial factor. Computer-based procedures are less costly and easier to administer for such purposes than traditional methods. Thi…Read more
  •  212
    The Reality of Decision Making in NGOs in Gaza Strip
    with Rasha O. Owda, Maram Owda, Samia A. M. Abdalmenem, Samy S. Abu-Naser, and Mazen J. Al Shobaki
    International Journal of Academic Multidisciplinary Research (IJAMR) 3 (8): 1-10. 2019.
    The study aimed to identify the reality of decision-making in the local NGOs in Gaza Strip. In order to achieve the objectives of the study and to test its hypotheses, the analytical descriptive method was used, relying on the questionnaire as a main tool for data collection. The study society was one of the decision makers in the local NGOs in Gaza Strip. The study population reached 78 local NGOs in Gaza Strip. A Census Method of the possible study community was adopted, and the use of the Sta…Read more
  •  253
    Personal Variables and Their Impact on Promoting Job Creation in Gaza Strip through Business Incubators
    with Maram O. Owda, Rasha O. Owda, Samia A. M. Abdalmenem, Samy S. Abu-Naser, and Mazen J. Al Shobaki
    International Journal of Academic Accounting, Finance and Management Research (IJAAFMR) 3 (8): 65-77. 2019.
    The study aimed at identifying the personal variables and their effect in promoting job creation in Gaza Strip through business incubators. The researchers used the descriptive analytical approach to achieve the study objectives. The study population consisted of 92 of the pilot projects benefiting from the three business incubators in Gaza Strip (Palestinian Information Technology Incubator, UCAS Technology Incubator and Business and Technology Incubator). The study reached a number of results,…Read more
  •  328
    Design Thinking and Its Use in NGOs in Gaza Strip
    with Rasha O. Owda, Maram Owda, Samia A. M. Abdalmenem, Samy S. Abu-Naser, and Mazen J. Al Shobaki
    International Journal of Academic Multidisciplinary Research (IJAMR) 3 (7): 41-52. 2019.
    The study aimed to identify Design Thinking and its use in NGOs in Gaza Strip. In order to achieve the objectives of the study and to test its hypotheses, the analytical descriptive method was used, relying on the questionnaire as a main tool for data collection. The study society was one of the decision makers in the local NGOs in the Gaza Strip. The study population reached 78 local NGOs in Gaza Strip. The overall inventory of the possible study community was based mainly on the use of the SPS…Read more
  •  18
    Hybrid Efficient Genetic Algorithm for Big Data Feature Selection Problems
    with Oguz Bayat, Osman N. Uçan, and Shaymaa Alhayali
    Foundations of Science 25 (4): 1009-1025. 2020.
    Due to the huge amount of data being generating from different sources, the analyzing and extracting of useful information from these data becomes a very complex task. The difficulty of dealing with big data optimization problems comes from many factors such as the high number of features, and the existing of lost data. The feature selection process becomes an important step in many data mining and machine learning algorithms to reduce the dimensionality of the optimization problems and increase…Read more
  •  80
    The Concept of Genocide Reconsidered
    Social Theory and Practice 41 (2): 328-356. 2015.
    Genocide is a violent process that aims at the liquidation of protected groups. Like individuals, groups can be killed in a variety of ways and for many different reasons. Only the intention of the perpetrator distinguishes genocide from other forms of mass violence. The implications of the account given are striking. Genocide is not in any sense distinctively heinous. Nor is it necessarily immoral. Under certain conditions, settlercolonialism, ethnic cleansing, and forced assimilation will coun…Read more