AI-Aided Robotic Wide-Range Water Quality Monitoring System by Awwad, Ameen

“…To minimize prediction error, Bayesian optimization was applied to tune the hyperparameters of the networks’ architecture and training settings. Different convolutional networks were tested in accordance with different required output labels. …”
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Cyberbullying Detection in Arabic Text using Deep Learning by ALBAYARI, REEM RAMADAN SA’ID

“…The proposed hybrid model improves the accuracy of all the studied datasets and can be integrated into different social media sites to automatically detect cyberbullying from Arabic social media posts. …”
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Cyberbullying Detection Model for Arabic Text Using Deep Learning by Albayari, Reem

“…The proposed hybrid model improves the accuracy of all the studied datasets and can be integrated into different social media sites to automatically detect cyberbullying from Arabic social datasets. …”
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Arabic Text Classification Using Modified Artificial Bee Colony Algorithm for Sentiment Analysis: The Case of Jordanian Dialect by Habeeb, Abdallah

“…Arab customers give their comments and opinions daily, and it increases dramatically through online reviews of products or services from companies, in both Arabic, and its dialects. …”
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Analysis of facial emotion expression in eating occasions using deep learning by Elif Yildirim (17725965)

“…In this study, we focus on evaluating the emotional experience of different participants during eating activities and aim to analyze them automatically using deep learning models. …”

Challenge and Replacement of Arbitrators balancing fairness with Arbitral Integrity by Muchemwa, Faith

“…There are different national arbitration laws in different countries so as such some of the vacancy has to be filled before the process can continue while others say it depends with the number of the remaining arbitrators. …”
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Scheduling and allocation in high-level synthesis using stochastic techniques by Sait, Sadiq M.

“…High-level synthesis is the process of automatically translating abstract behavioral models of digital systems to implementable hardware. …”
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Positive Unlabelled Learning to Recognize Dishes as Named Entity by TAREK, AIMAN

“…To eliminate duplicates due to repeated candidates from different reviews or sentences, I calculate the average and represent each candidate entity only once. …”
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Modeling and automated blackbox regression testing of web applications by Haraty, Ramzi

“…Having discovered, as well, that there is no automated black box regression testing technique, we also propose a methodology and algorithm to create a tool capable of applying black box regression testing automatically…”
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Knowledge sharing by Hejase, Hussin J.

“…For many companies today, the environments in which they operate have changed dramatically over the last decades. The atmosphere of corporate environment relies heavily on aspects concerning its workers and in particular its knowledge workers. …”
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A Fast and Robust Gas Recognition Algorithm Based on Hybrid Convolutional and Recurrent Neural Network by Xiaofang Pan (1895950)

“…In addition, the aforesaid accuracy can be further improved by increasing the response time with the step of 0.5 s. …”

Removal of Hexavalent Chromium from Wastewater using Modified Multiwall Carbon Nanotubes by Dokmaji, Tamara Georgesaleh

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Towards a Unified Arabic Government Services Chatbot Based on Ontology by Areed, Sufyan

“…Since the birth of the term "e-government", the amount of structured and unstructured information has increased dramatically, which has forced all government entities worldwide to provide many call centers with long working hours that may reach to 24/7 in some entities to answer users' questions related government services, regardless of the time wasted by the clients while waiting to get in touch with the agent. …”
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Unsupervised Deep Learning for Classification Of Bats Calls Using Acoustic Data by Arshad, Muhammad Arbab

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Design of an innovative and self-adaptive-smart algorithm to investigate the structural integrity of a rail track using Rayleigh waves emitted and sensed by a fully non-contact las... by Masurkar, Faeez

“…The functioning of the algorithm was successfully tested by carrying out extensive experiments on a real rail track in the presence of different types of surface and sub-surface defects on its head and web. …”
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Regulation of circulating CTRP-2/CTRP-9 and GDF-8/GDF-15 by intralipids and insulin in healthy control and polycystic ovary syndrome women following chronic exercise training by Jayakumar Jerobin (6595520)

“…</p> <h2>Results</h2> <p>Intralipids dramatically increased CTRP-2 levels in PCOS (P = 0.02) and control (P = 0.004) subjects, which was not affected by insulin infusion or by exercise. …”

Tumor protease-activated fusion toxins by Abi-Habib, Ralph J.

“…However, when we exchanged the catalytic moiety of LeTx with a protein synthesis inhibitor, the potency of both MMP-activated LeTx and a uPA-activated LeTx was dramatically increased while retaining their high specificity. …”
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Resource allocation and reallocation techniques in high-level synthesis with testability constraint by Harmanani, Haidar M.

“…Another motivation for the reallocation process is that it may be desirable to reuse the old data path in order to generate an alternate structure under a different technology. Thus, the designer may reuse the old structure to generate a new one, optimized under a different cost function. …”
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Modeling, testing, and regression testing of web applications. (c2006) by Al Shaar, Hamzeh K.

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BAD: A Blockchain Anomaly Detection Solution by Matteo Signorini (6855089)

“…Over the years, different approaches have been designed, all focused on lowering the false positive rate. …”