6 found
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  1.  48
    Predicting Car Mileage Per Gallon.Mohsen Afana, Jomana Ahmed, Bayan Harb, Basem Nasser & Rafiq Madhoun - 2015 - International Journal of Advanced Science and Technology 124 (124):51-59.
    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: Make, Model, Type, Origin, DriveTrain, MSRP, Invoice, EngineSize, Cylinders, Horsepower, MPG_Highway, Weight, Wheelbase, Length. ANN was used in prediction of the number of miles per gallon when the car is driven in the city(MPG_City). The results showed that ANN model was able to predict MPG_City with 97.50 (...)
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  2.  55
    ANN Car Mileage Per Gallon Prediction.Jomana Ahmed, Bayan Harb, Bassem S. Abu, Mohsen Afana & Rafiq Madhoun - 2017 - International Journal of Advanced Science and Technology 124:51-58.
    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: Make, Model, Type, Origin, DriveTrain, MSRP, Invoice, EngineSize, Cylinders, Horsepower, MPG_Highway, Weight, Wheelbase, Length. ANN was used in prediction of the number of miles per gallon when the car is driven in the city(MPG_City). The results showed that ANN model was able to predict MPG_City with 97.50 (...)
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  3.  46
    Banana KBS Diagnosis and Treatment.Rafiq Madhoun - 2015 - International Journal of Academic Pedagogical Research (IJAPR) 2 (7):1-11.
    Abstract: This research involved the design of an initial expert system which helps farmers and specialists diagnose and provide appropriate advice on banana diseases. The management of knowledge used in the expert system was also discussed. One of the key elements of this research was to find the appropriate language to diagnose the disease and the current situation in the knowledge base. Expert systems enable effective consultation. Production rules were used to capture knowledge. The expert system was developed using CLIPS (...)
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  4.  80
    KBS for Banana Diagnosis and Treatment.Rafiq Madhoun - 2017 - International Journal of Academic Pedagogical Research (IJAPR) 2 (7):1-10.
    Abstract: This research involved the design of an initial expert system which helps farmers and specialists diagnose and provide appropriate advice on banana diseases. The management of knowledge used in the expert system was also discussed. One of the key elements of this research was to find the appropriate language to diagnose the disease and the current situation in the knowledge base. Expert systems enable effective consultation. Production rules were used to capture knowledge. The expert system was developed using CLIPS (...)
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  5.  28
    An ITS for Teaching Introduction to Computer Science.Ahmad Maruf, Mohammed Yousef, Mohammed Khaimer & Rafiq Madhoun - 2015 - International Journal of Academic Multidisciplinary Research (IJAMR) 2 (2):1-8.
    Abstract: The paper describes the design of an intelligent tutoring system for teaching Introduction to Computer Science-a compulsory curriculum in Al-Azhar University of Gaza to students who attend the university. The basic idea of this system is a systematic introduction into computer science. The system presents topics with examples. The system is dynamically checks student's individual progress. An initial evaluation study was done to investigate the effect of using the intelligent tutoring system on the performance of students enrolled in computer (...)
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  6.  33
    ITS for Teaching Introduction to CS.Ahmed Marrof, Mohammed Yousef, Mohammed Khaimer & Rafiq Madhoun - 2017 - International Journal of Academic Multidisciplinary Research (IJAMR) 2 (2):1-8.
    Abstract: The paper describes the design of an intelligent tutoring system for teaching Introduction to Computer Science-a compulsory curriculum in Al-Azhar University of Gaza to students who attend the university. The basic idea of this system is a systematic introduction into computer science. The system presents topics with examples. The system is dynamically checks student's individual progress. An initial evaluation study was done to investigate the effect of using the intelligent tutoring system on the performance of students enrolled in computer (...)
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