Van der Pol-informed Neural Networks for Multi-step-ahead Forecasting of Extreme Climatic Events by Dutta, Anurag

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Genetic and heuristic algorithms for regrouping service sites. (c2000) by Tabbara, Hiba

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Multi-Classifier Tree With Transient Features for Drift Compensation in Electronic Nose by Atiq Ur Rehman (8843024)

“…In this paper, these two problems of `sensors long term drift' and `delayed response' are solved simultaneously to propose a robust and fast electronic nose system, with following merits: (i) only initial transient state features are used in the proposed system without waiting for the sensors to reach a steady state, (ii) a modified boxplot approach is used to handle noisy/drifted data points as a preprocessing step before the classification setup, (iii) a heuristic tree classification approach with optimized transient features is proposed, (iv) the proposed approach only relies on adapted ML methods contrary to the traditional approaches like system recalibration or sensors replacement for handling sensors drift, and (v) the proposed ML model does not require any target domain data and uses only the source domain data for learning the classifier, opposed to the other ML solutions available in the existing literature. …”

Hierarchical memory synthesis in reconfigurable computers by Ouaiss, Iyad Elias

“…This methodology divides the mapping process into two, global/detailed, sequential steps (ILP-based) and produces fast mappings at a relatively small quality cost. …”
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Central unstaggered finite volume methods for shallow water equations by Touma, Rony

“…We apply our numerical scheme and solve some classical shallow water equation problems. …”
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Central finite volume methods for one and two-dimensional ideal magnetohydrodynamics by Touma, R.

“…In 2D the system has eight equations and solving the Riemann problem is an elaborate and time-consuming process. …”
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Central finite volume methods with constrained transport divergence treatment for ideal MHD by Touma, R.

“…In two-dimensions the system has eight equations and solving the corresponding Riemann problem is an elaborate and time-consuming process. …”
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Improving performance of collaborative question answering systems by using semantic resources by Javed, Muhammad Arshad

“…The research in this dissertation proposes the methods to solve this issue. Thus, the scope of this dissertation is limited to the question analysis phase of the CQA systems. …”
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