Filtering intrusion detection alarms by Mansour, Nashat

“…Our data mining technique is based on a Growing Hierarchical Self-Organizing Map (GHSOM) that adjusts its architecture during an unsupervised training process according to the characteristics of the input alarm data. …”
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Deep Reinforcement Learning for Resource Constrained HLS Scheduling by Makhoul, Rim

“…HLS takes as input a behavioral description of a system with a set of constraints and outputs an RTL description of a digital system. …”
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Vehicular Environment Identification Based on Channel State Information and Deep Learning by Hadid, Abdenour

“…The estimated CSI is used as the input feature to train the model. To perform the identification process, the model is targeted for implementation in an autonomous vehicle connected to a vehicular network (VN). …”
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ORAN: a basis for an Arabic OCR system by Zidouri, A.

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Machine Learning Applications in Biofuels’ Life Cycle: Soil, Feedstock, Production, Consumption, and Emissions by Iftikhar Ahmad (2793085)

“…The ML applications in the production stage include estimation and optimization of quality, quantity, and process conditions. The fuel consumption and emissions stage include analysis of engine performance and estimation of emissions temperature and composition. …”

A Novel Deep Learning Technique for Detecting Emotional Impact in Online Education by Abu Zitar, Raed

“…Detecting student emotions can significantly increase productivity and improve the education process. This paper proposes a new deep learning method to detect student emotions. …”
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Integrating data collection optimization into pavement management systems by Bazi, Gabriel

“…Applying the processes to a case study shows significant cost savings associated with this method of roadway testing, as opposed to the current ad hoc methods.…”
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Removal of the finite-distance source effect on the Applebaum array by Yamani, A.

“…Substantial improvements in data processing have been achieved through the use of a partial convolution in the frequency domain. …”
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Perceptive destabilizations by Akoury, Chahid

“…This has largely affected the design process and eventually the relationship between designer and the work. …”
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Lean Transformation in IT – Case Study by Alhammadi, Zamzam Hassan

“…Meeting customers’ satisfactions and needs by providing a high standard of quality for services and products will uphold organizations’ image and reputation. A review of quality frameworks literature reveals that Lean production framework focuses in creating a culture of improvement by eliminating waste from organization’s process with lower cost. …”
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Equivalent Structures on Sets by Hamdan, May

“…One theorem that captures such connections is the following: a relation R on a set A is an equivalence relation if and only if there exists a function f defined on A such that elements related via R (and only those) have the same image under f.…”
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An optimal stochastic multivariable PID controller by Saab, Samer S.

“…A recursive algorithm providing optimal time-varying PID gains is proposed for the case where the number of inputs is larger than or equal to the number of outputs. …”
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Arabic Brand Names: To Translate or Transliterate? by Al 'Awadhi, Noura

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The effectiveness of school leadership on teachers’ performance and student achievement in Palestine by Abuaqel, Abdullah Hussein M.

“…Effective and successful leadership is always considered the corner-stone in the teaching and learning process. It plays a vital and tremendous role in the process. …”
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Growing hierarchical self-organizing map for filtering intrusion detection alarms. (c2007) by Shehab, Maya

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The impact of teacher's involvement on decision making for school improvement: a study among teachers' and school leaders in selected private schools in Dubai by MAWAJDEH, ENAS

“…The research data analysis shows clear evidence that teacher input has a positive impact on school achievement. …”
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Automated Detection of Colorectal Polyp Utilizing Deep Learning Methods With Explainable AI by Md. Faysal Ahamed (21842396)

“…Traditional manual detection through medical imaging is not only bulky and prone to errors but also incurs substantial costs, requiring expert endoscopist. …”

Resolving Disputes related to Tendering for Engineering and Construction Contracts in the UAE: A Comparison with Tendering Disputes under English Law by JAFAR, MUQDAD JAWAD

“…Given the scarcity of resources on tendering circumstances in the UAE, professional input from construction specialists in the UAE will be sought through the use of a questionnaire. …”
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An enhanced k-means clustering algorithm for pattern discovery in healthcare data by Haraty, Ramzi A.

“…The huge amounts of data generated by media sensors in health monitoring systems, by medical diagnosis that produce media (audio, video, image, and text) content, and from health service providers are too complex and voluminous to be processed and analyzed by traditional methods. …”
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Negotiating authenticity: Experiences of student influencers on social media by Raaper, Rille

“…Research has shown that contemporary youth face a variety of challenges, ranging from social belonging to striving towards perfection in body image and personal achievements in all areas of life. …”
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