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295A Proposed Expert System for Broccoli Diseases DiagnosisInternational Journal of Engineering and Information Systems (IJEAIS) 6 (5): 43-51. 2022.Background: Broccoli is an edible green plant in the cabbage family (family Brassicaceae, genus Brassica) whose large flowering head, stalk and small associated leaves are eaten as a vegetable. A leaf of Broccoli might be affected of Several Diseases descriped in this paper . When symptoms is encountered, it requires some kind of medical care. If appropriate Survival of Broccoli Diseases is not taken quickly, it can lead to Broccoli to die . Objectives: The main goal of this expert system i…Read more
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370A Proposed Expert System for Obstetrics & Gynecology Diseases DiagnosisInternational Journal of Academic Multidisciplinary Research (IJAMR) 6 (5): 305-321. 2022.Background: Obstetrics and gynaecology are many and common, where a woman suffers from problems related to pregnancy or her reproductive organs. Any part of her body may be affected due to some symptoms that are completely related to the reproductive organs when she is in a critical period for her, whether in her menstrual cycle, pregnancy, or disease conditions. The bulk of cases of diseases related to women and childbirth are dealt with great care and special care, as all diseases related to w…Read more
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419A Knowledge Based System for Cucumber Diseases DiagnosisInternational Journal of Academic Information Systems Research (IJAISR) 6 (5): 29-45. 2022.The cucumber is a creeping vine that roots in the ground and grows up trellises or other supporting frames, wrapping around supports with thin, spiraling tendrils. The plant may also root in a soilless medium, whereby it will sprawl along the ground in lieu of a supporting structure. The vine has large leaves that form a canopy over the fruits. Among these common diseases, we single out the diseases that affect the cucumber, which is affected by about 22 diseases, with different symptoms for eac…Read more
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944Mint Expert System Diagnosis and TreatmentInternational Journal of Academic Information Systems Research (IJAISR) 6 (5): 22-28. 2022.Background: Mint is a grassy, perennial plant, belonging to the oral platoon, fast growing and spreading, its leaves are green in color, fragrant, tart, refreshing, square-shaped leg, bifurcated, erect, ranging in height from (10 - 201 cm). Home to Europe and Asia. The mint plant has many benefits, the most important of which are pain relief, treatment of gallbladder disorders, the expulsion of gases, anti-inflammatory, and relaxing nerves. While the mint plant is the ideal option for the start …Read more
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2201Gender Prediction from Retinal Fundus Using Deep LearningInternational Journal of Academic Information Systems Research (IJAISR) 6 (5): 57-63. 2022.Deep learning may transform health care, but model development has largely been dependent on availability of advanced technical expertise. The aim of this study is to develop a deep learning model to predict the gender from retinal fundus images. The proposed model was based on the Xception pre-trained model. The proposed model was trained on 20,000 retinal fundus images from Kaggle depository. The dataset was preprocessed them split into three datasets (training, validation, Testing). After tr…Read more
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2129Knowledge Based System for Diagnosing Custard Apple Diseases and TreatmentInternational Journal of Academic Engineering Research (IJAER) 6 (5): 41-45. 2022.There is no doubt that custard apple diseases are among the important reasons that destroy the Custard Apple plant and its agricultural crops. This leads to obvious damage to these plants and they become inedible. Discovering these diseases is a good step to provide the appropriate and correct treatment. Determining the treatment with high accuracy depends on the method used to correctly diagnose the disease, expert systems can greatly help in avoiding damage to these plants. The expert system c…Read more
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392Developing an Expert System to Diagnose Tomato DiseasesInternational Journal of Academic Engineering Research (IJAER) 6 (5): 34-40. 2022.There is no doubt that tomato diseases are one of the important reasons that destroy the tomato plant and its crops. This leads to clear damage to these plants and they become inedible. Discovering these diseases after a good step for proper and correct treatment. Determining the treatment with high accuracy depends on the method used in the diagnosis. Correctly, expert systems can greatly help to avoid damage to these plants. The expert system diagnoses tomato disease correctly to facilitate fa…Read more
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301A Proposed Expert System for Passion Fruit DiseasesInternational Journal of Academic Engineering Research (IJAER) 6 (5): 24-33. 2022.Plant diseases are numerous in the world of agriculture. These diseases cause a lot of trouble to most farmers. Among these common diseases, we single out the diseases that affect the Passion fruit, which is affected by about seven diseases, with different symptoms for each disease. Today, technology is facilitating human life in all areas of life, and among these facilities are expert system, a computer program that uses artificial-intelligence methods to solve problems within a specialized dom…Read more
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295Expert System for Hair Loss Diagnosis and Treatment Using CLIPSInternational Journal of Academic Engineering Research (IJAER) 5 (5): 37-42. 2021.Abstract: Background: Hair loss is often a concern for women, men and children. It is normal to lose between 50 and 100 hairs a day, without us noticing it. Usually hair loss is a sign of a medical condition, some of them are hereditary, and some of them are temporary due to disease, stress, cancer treatment, weight loss, and iron deficiency. Objectives: The main goal of this expert system is to obtain an appropriate diagnosis of the cause of hair loss. Methods: In this paper, the proposed ex…Read more
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222Tooth Problems Knowledge Based SystemInternational Journal of Academic Information Systems Research (IJAISR) 5 (5): 17-22. 2021.Abstract: background: Dental and oral health is an essential part of your overall health and well-being. Poor oral hygiene can lead to dental cavities and gum disease, and has also been linked to heart disease, cancer, and diabetes. Maintaining healthy teeth and gums is a lifelong commitment. The earlier you learn proper oral hygiene habits — such as brushing, flossing, and limiting your sugar intake — the easier it’ll be to avoid costly dental procedures and long-term health issues. (Healthline…Read more
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431Expert System for Neck Pain DiagnosisInternational Journal of Academic Information Systems Research (IJAISR) 5 (7): 1-8. 2021.In fact, people get neck problems due to something such as sports or woke and Wrong sleep habits. In this paper an expert system was designed to help users to correctly diagnose neck problems world (muscle spasm, Muscle aches, Meningitis, herniated cervical disc, Fibromyalgia, Cervical spondylosis, Trigger points) with some information about the disease and self-care. Java language was used to design and implement this expert system.
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602Classifications of Pineapple using Deep LearningInternational Journal of Academic Information Systems Research (IJAISR) 5 (12): 37-41. 2021.A pineapple is a tropical plant with eatable leafy foods most monetarily critical plant in the family Bromeliaceous. The pineapple is native to South America, where it has been developed for a long time. The acquaintance of the pineapple with Europe in the seventeenth century made it a critical social symbol of extravagance. Since the 1820s, pineapple has been industrially filled in nurseries and numerous tropical manors. Further, it is the third most significant tropical natural product in w…Read more
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725Papaya Maturity Classifications using Deep Convolutional Neural NetworksInternational Journal of Engineering and Information Systems (IJEAIS) 5 (12): 60-67. 2021.Papaya is a tropical fruit with a green cover, yellow pulp, and a taste between mango and cantaloupe, having commercial importance because of its high nutritive and medicinal value. The process of sorting papaya fruit based on maturely is one of the processes that greatly determine the mature of papaya fruit that will be sold to consumers. The manual grading of papaya fruit based on human visual perception is time-consuming and destructive. The objective of this paper is to the status classif…Read more
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388Cantaloupe Classifications using Deep LearningInternational Journal of Academic Engineering Research (IJAER) 5 (12): 7-17. 2021.Abstract cantaloupe and honeydew melons are part of the muskmelon family, which originated in the Middle East. When picking either cantaloupe or honeydew melons to eat, you should choose a firm fruit that is heavy for its size, with no obvious signs of bruising. They can be stored at room temperature until you cut them, after which they should be kept in the refrigerator in an airtight container for up to five days. You should always wash and scrub the rind of your melon before you cut it to rem…Read more
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1925Classification of A few Fruits Using Deep LearningInternational Journal of Academic Engineering Research (IJAER) 5 (12): 56-63. 2022.Abstract: Fruits are a rich source of energy, minerals and vitamins. They also contain fiber. There are many fruits types such as: Apple and pears, Citrus, Stone fruit, Tropical and exotic, Berries, Melons, Tomatoes and avocado. Classification of fruits can be used in many applications, whether industrial or in agriculture or services, for example, it can help the cashier in the hyper mall to determine the price and type of fruit and also may help some people to determining whether a certain …Read more
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905Sarcasm Detection in Headline News using Machine and Deep Learning AlgorithmsInternational Journal of Engineering and Information Systems (IJEAIS) 6 (4): 66-73. 2022.Abstract: Sarcasm is commonly used in news and detecting sarcasm in headline news is challenging for humans and thus for computers. The media regularly seem to engage sarcasm in their news headline to get the attention of people. However, people find it tough to detect the sarcasm in the headline news, hence receiving a mistaken idea about that specific news and additionally spreading it to their friends, colleagues, etc. Consequently, an intelligent system that is able to distinguish between ca…Read more
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621Prediction of Heart Disease Using a Collection of Machine and Deep Learning AlgorithmsInternational Journal of Engineering and Information Systems (IJEAIS) 6 (4): 1-13. 2022.Abstract: Heart diseases are increasing daily at a rapid rate and it is alarming and vital to predict heart diseases early. The diagnosis of heart diseases is a challenging task i.e. it must be done accurately and proficiently. The aim of this study is to determine which patient is more likely to have heart disease based on a number of medical features. We organized a heart disease prediction model to identify whether the person is likely to be diagnosed with a heart disease or not using the med…Read more
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649Sarcasm Detection in Headline News using Machine and Deep Learning AlgorithmsInternational Journal of Engineering and Information Systems (IJEAIS) 6 (4): 66-73. 2022.Abstract: Sarcasm is commonly used in news and detecting sarcasm in headline news is challenging for humans and thus for computers. The media regularly seem to engage sarcasm in their news headline to get the attention of people. However, people find it tough to detect the sarcasm in the headline news, hence receiving a mistaken idea about that specific news and additionally spreading it to their friends, colleagues, etc. Consequently, an intelligent system that is able to distinguish between ca…Read more
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2337Prediction of Heart Disease Using a Collection of Machine and Deep Learning AlgorithmsInternational Journal of Engineering and Information Systems (IJEAIS) 6 (4): 1-13. 2022.Abstract: Heart diseases are increasing daily at a rapid rate and it is alarming and vital to predict heart diseases early. The diagnosis of heart diseases is a challenging task i.e. it must be done accurately and proficiently. The aim of this study is to determine which patient is more likely to have heart disease based on a number of medical features. We organized a heart disease prediction model to identify whether the person is likely to be diagnosed with a heart disease or not using the med…Read more
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3271Detection of Brain Tumor Using Deep LearningInternational Journal of Academic Engineering Research (IJAER) 6 (3): 29-47. 2022.Artificial intelligence (AI) is an area of computer science that emphasizes the creation of intelligent machines or software that work and reacts like humans, some of the computer activities with artificial intelligence are designed to 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 l…Read more
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1038Classification of Anomalies in Gastrointestinal Tract Using Deep LearningInternational Journal of Academic Engineering Research (IJAER) 6 (3): 15-28. 2022.Automatic detection of diseases and anatomical landmarks in medical images by the use of computers is important and considered a challenging process that could help medical diagnosis and reduce the cost and time of investigational procedures and refine health care systems all over the world. Recently, gastrointestinal (GI) tract disease diagnosis through endoscopic image classification is an active research area in the biomedical field. Several GI tract disease classification methods based on im…Read more
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4369Classification of Real and Fake Human Faces Using Deep LearningInternational Journal of Academic Engineering Research (IJAER) 6 (3): 1-14. 2022.Artificial intelligence (AI), deep learning, machine learning and neural networks represent extremely exciting and powerful machine learning-based techniques used to solve many real-world problems. Artificial intelligence is the branch of computer sciences that emphasizes the development of intelligent machines, thinking and working like humans. For example, recognition, problem-solving, learning, visual perception, decision-making and planning. Deep learning is a subset of machine learning in a…Read more
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6192Fraudulent Financial Transactions Detection Using Machine LearningInternational Journal of Academic Information Systems Research (IJAISR) 6 (3): 30-39. 2022.It is crucial to actively detect the risks of transactions in a financial company to improve customer experience and minimize financial loss. In this study, we compare different machine learning algorithms to effectively and efficiently predict the legitimacy of financial transactions. The algorithms used in this study were: MLP Repressor, Random Forest Classifier, Complement NB, MLP Classifier, Gaussian NB, Bernoulli NB, LGBM Classifier, Ada Boost Classifier, K Neighbors Classifier, Logistic Re…Read more
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2373Classification of Alzheimer's Disease Using Convolutional Neural NetworksInternational Journal of Academic Information Systems Research (IJAISR) 6 (3): 18-23. 2022.Brain-related diseases are among the most difficult diseases due to their sensitivity, the difficulty of performing operations, and their high costs. In contrast, the operation is not necessary to succeed, as the results of the operation may be unsuccessful. One of the most common diseases that affect the brain is Alzheimer’s disease, which affects adults, a disease that leads to memory loss and forgetting information in varying degrees. According to the condition of each patient. For these reas…Read more
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947Diagnosis of Blood Cells Using Deep LearningInternational 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
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1615Diagnosis of Pneumonia Using Deep LearningInternational 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
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1456Retina Diseases Diagnosis Using Deep LearningInternational 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
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287The Reality of Applying the Balanced Scorecard in the Egyptian Ceramic CompaniesInternational 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
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365An Expert System for Ankle ProblemsInternational 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
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857Classification of Alzheimer’s Disease Using Traditional Classifiers with Pre-Trained CNNInternational 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
Areas of Specialization
Philosophy of Cognitive Science |
Philosophy of Computing and Information |
Other Academic Areas |