Guaranteed Cost Control Of A Markov Jump Linear Uncertain System Using A Time-Multiplied Cost Function by Boukas, EK

“…The performance is calculated first and an LMI-based algorithm is developed to design a state feedback control law with constant gain matrices which robustly stabilizes the system in the mean-square quadratically stable sense.…”
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A Deployment Optimization Model for Wimax Base-Stations by Aboualmal, Abdulhadi Mahmoud

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Deep Learning-Based Short-Term Load Forecasting Approach in Smart Grid With Clustering and Consumption Pattern Recognition by Dabeeruddin Syed (16864260)

“…It investigates the gain in training time and the performance in terms of accuracy when clustering-based deep learning modeling is employed for STLF. A k-Medoid based algorithm is employed for clustering whereas the forecasting models are generated for different clusters of load profiles. …”

Precision nutrition: A systematic literature review by Daniel Kirk (17302798)

“…Four machine learning tasks are seen in the form of regression, classification, recommendation and clustering, with most of these utilizing a supervised approach. In total, 30 algorithms were used, with 19 appearing more than once. …”

A Framework for Predictive Modeling in Sustainable Projects by Labban, Tarek

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A linear programming approach for the weighted graph matchingproblem by Almohamad, H.A.

“…The developed algorithm is compared to two other algorithms. …”
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A new estimator and approach for estimating the subpopulation parameters by Mohammad Salehi M. (21259490)

“…<p dir="ltr">Based on some theoretical results, we recommend a new algorithm for estimating the total and mean of a subpopulation variable for the case of a known subpopulation size, which is different from the algorithm recommended by most of sampling books. …”

A novel design technique for generating building form by KAYED, MAYS N. A.

“…This dissertation sets out to develop a novel design technique for generating building form in the early stage of the design. …”
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A machine learning approach for localization in cellular environments by Abdallah, Ali A.

“…A machine learning approach is developed for localization based on received signal strength (RSS) from cellular towers. …”
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The effects of data balancing approaches: A case study by Paul Mooijman (4453189)

“…<p dir="ltr">Imbalanced datasets affect the performance of machine learning algorithms adversely. To cope with this problem, several resampling methods have been developed recently. …”

Assessment of Inventory and Transportation Collaboration in a Logistics Marketplace by Shahid, Saif Mohammad

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A comparative analysis to forecast carbon dioxide emissions by Md. Omer Faruque (17545671)

“…It seems to have nearly similar accuracy as the LSTM model, having a MAPE of 5.541.</p><h2>Other Information</h2><p dir="ltr">Published in: Energy Reports<br>License: <a href="http://creativecommons.org/licenses/by/4.0/" target="_blank">http://creativecommons.org/licenses/by/4.0/</a><br>See article on publisher's website: <a href="https://dx.doi.org/10.1016/j.egyr.2022.06.025" target="_blank">https://dx.doi.org/10.1016/j.egyr.2022.06.025</a></p>…”

An automated temporal partitioning tool for a class of DSP applications by Ouaiss, Iyad

“…We present an automated temporal partitioning tool for developing dynamical ly recon gurable designs starting from behavior level speci cations for a class of dsp applications. …”
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A simple approach for testing web service based applications by Tarhini, Abbas

“…Test cases are executed automatically using a test execution algorithm and a test framework is also presented. …”
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DAP: A dataset-agnostic predictor of neural network performance by Sui Paul Ang (18460605)

“…This task often must be repeated many times, especially when developing a new deep learning algorithm or performing a neural architecture search. …”

A fine-grained XML structural comparison approach by Tekli, Joe

“…A prototype has been developed to evaluate the optimality and performance of our method. …”
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A Survey and Comparison of Post-Quantum and Quantum Blockchains by Zebo Yang (18441096)

“…However, the rapid progress of quantum computing poses a significant threat to the security of existing blockchain technologies. …”

Tabu Search For A Class Of Single-Machine Scheduling Problems by Al-Turki, Umar

“…In this paper we develop a tabu search-based solution procedure designed specifically for a certain class of single-machine scheduling problems with a non-regular performance measure. …”
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A Machine Learning Approach to Predicting Diabetes Complications by Jian, Yazan Khaled

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A Stochastic Newton-Raphson Method with Noisy Function Measurements by Saab, Khaled Kamal

“…The development of the proposed optimal algorithm is based on minimizing a stochastic performance index. …”
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