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Titlebook: Recommendation Systems in Software Engineering; Martin P. Robillard,Walid Maalej,Thomas Zimmermann Book 2014 Springer-Verlag Berlin Heidel

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Kim Herzig,Andreas Zellert evaluation metrics. Specifically, the ResNet-50 was trained to classify CT scans of lungs acquired with and without contrast agents, in which clinically relevant anatomical areas were manually determined by experts as segmentation masks in the images. Three evaluation metrics were used to quantify
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Walid Maalej,Thomas Fritz,Romain Robbes is to underestimate the context dependency and subjectivity of the explanations’ understanding, interpretation, and relevance. Moreover, even a plausible (and possibly expected) explanation can lead to an imprecise or incorrect outcome or its understanding. This can lead to unbalanced and unfair ci
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Annie T. T. Ying,Martin P. Robillards and Contextual Importance and Utility (CIU) for localizing the disease areas based on prediction. The user interface is developed as an IOS mobile app, allowing farmers to capture a photo of the infected grape leaves. The system has been evaluated using various performance metrics such as classifi
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Emerson Murphy-Hill,Gail C. Murphys and Contextual Importance and Utility (CIU) for localizing the disease areas based on prediction. The user interface is developed as an IOS mobile app, allowing farmers to capture a photo of the infected grape leaves. The system has been evaluated using various performance metrics such as classifi
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al confusion. We propose ReCCoVER, an algorithm which detects causal confusion in an agent’s reasoning before deployment, by executing its policy in alternative environments where certain correlations between features do not hold. We demonstrate our approach in the taxi and grid world environments,
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Iman Avazpour,Teerat Pitakrat,Lars Grunske,John Grundychanges and analyze theoretically the rationality of this approach. Specifically, we extend PMRL-OM based on an analysis of the PMRL-OM approach. Our experiments evaluated the performance of the proposed method for a navigation task in a maze-type environment undergoing cyclic environmental change,
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Robert J. Walker,Reid Holmeschanges and analyze theoretically the rationality of this approach. Specifically, we extend PMRL-OM based on an analysis of the PMRL-OM approach. Our experiments evaluated the performance of the proposed method for a navigation task in a maze-type environment undergoing cyclic environmental change,
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Ayşe Tosun Mısırlı,Ayşe Bener,Bora Çağlayan,Gül Çalıklı,Burak Turhanver, this paper argues that how the provided explanations and their content can exacerbate the deceptive dynamics or even manipulate the end user. Therefore, in order to avoid similar consequences, this analysis suggests legal principles to which the explanation must conform to mitigate the side eff
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