Search Results - "Shawi, Radwa El"

An interpretable semi-supervised framework for patch-based classification of breast cancer by Shawi, Radwa El, Kilanava, Khatia, Sakr, Sherif

“…Developing effective invasive Ductal Carcinoma (IDC) detection methods remains a challenging problem for breast cancer diagnosis. Recently, there has been…”
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Patient-level explainable machine learning to predict major adverse cardiovascular events from SPECT MPI and CCTA imaging by Alahdab, Fares, El Shawi, Radwa, Ahmed, Ahmed Ibrahim, Han, Yushui, Al-Mallah, Mouaz

“…Background Machine learning (ML) has shown promise in improving the risk prediction in non-invasive cardiovascular imaging, including SPECT MPI and coronary CT…”
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To tune or not to tune? An approach for recommending important hyperparameters for classification and clustering algorithms by Shawi, Radwa El, Bahman, Mohamadjavad, Sakr, Sherif

“…Machine learning algorithms are widely employed across various applications and fields. Novel technologies in automated machine learning ease the complexity of…”
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Large scale graph processing systems: survey and an experimental evaluation by Batarfi, Omar, Shawi, Radwa El, Fayoumi, Ayman G., Nouri, Reza, Beheshti, Seyed-Mehdi-Reza, Barnawi, Ahmed, Sakr, Sherif

“…Graph is a fundamental data structure that captures relationships between different data entities. In practice, graphs are widely used for modeling complicated…”
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Interpretability in HealthCare A Comparative Study of Local Machine Learning Interpretability Techniques by El Shawi, Radwa, Sherif, Youssef, Al-Mallah, Mouaz, Sakr, Sherif

“…Although complex machine learning models (e.g., Random Forest, Neural Networks) are commonly outperforming the traditional simple interpretable models (e.g.,…”
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Metabolomics Biomarker Discovery to Optimize Hepatocellular Carcinoma Diagnosis: Methodology Integrating AutoML and Explainable Artificial Intelligence by Yagin, Fatma Hilal, El Shawi, Radwa, Algarni, Abdulmohsen, Colak, Cemil, Al-Hashem, Fahaid, Ardigò, Luca Paolo

“…This study aims to assess the efficacy of combining automated machine learning (AutoML) and explainable artificial intelligence (XAI) in identifying…”
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Quickest path queries on transportation network by El Shawi, Radwa, Gudmundsson, Joachim, Levcopoulos, Christos

“…This paper considers the problem of finding the cost of a quickest path between two points in the Euclidean plane in the presence of a transportation network…”
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Runtime self-monitoring approach of business process compliance in cloud environments by Barnawi, Ahmed, Awad, Ahmed, Elgammal, Amal, El Shawi, Radwa, Almalaise, Abdullah, Sakr, Sherif

“…Recently, several industrial studies have concluded that compliance management is one of the major challenges companies face nowadays. In practice, runtime…”
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ConceptGlassbox: Guided Concept-Based Explanation for Deep Neural Networks by El Shawi, Radwa

“…Various industries and fields have utilized machine learning models, particularly those that demand a significant degree of accountability and transparency…”
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Interpretable Local Concept-based Explanation with Human Feedback to Predict All-cause Mortality by EL Shawi, Radwa, Al-Mallah, Mouaz H.

“…Machine learning models are incorporated in different fields and disciplines in which some of them require a high level of accountability and transparency, for…”
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PATIENT-LEVEL EXPLAINABLE MACHINE LEARNING TO PREDICT MAJOR ADVERSE CARDIOVASCULAR EVENTS FROM SPECT MPI AND CCTA IMAGING by Alahdab, Fares, Shawi, Radwa El, Ahmed, Ahmed Ibrahim, Al-Mallah, Mouaz H.

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Fast query structures in anisotropic media by El Shawi, Radwa, Gudmundsson, Joachim

“…We study the minimum cost path problem in an environment in which the cost is direction dependent (anisotropic). The problem arises in sailing, robotics,…”
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Patient-level explainable machine learning to predict major adverse cardiovascular events from SPECT MPI and CCTA imaging by Fares Alahdab, Radwa El Shawi, Ahmed Ibrahim Ahmed, Yushui Han, Mouaz Al-Mallah

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Correction to: Runtime self-monitoring approach of business process compliance in cloud environments by Barnawi, Ahmed, Awad, Ahmed, Elgammal, Amal, Shawi, Radwa El, Almalaise, Abdullah, Sakr, Sherif

“…The original version of this article unfortunately contained a mistake in the acknowledgement statement…”
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Correction To: Large scale graph processing systems: survey and an experimental evaluation by Batarfi, Omar, El Shawi, Radwa, Fayoumi, Ayman G., Nouri, Reza, Beheshti, Seyed-Mehdi-Reza, Barnawi, Ahmed, Sakr, Sherif

“…The original version of this article unfortunately contained a mistake in the acknowledgement statement…”
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To tune or not to tune? An Approach for Recommending Important Hyperparameters by Bahmani, Mohamadjavad, Shawi, Radwa El, Potikyan, Nshan, Sakr, Sherif

“…Novel technologies in automated machine learning ease the complexity of algorithm selection and hyperparameter optimization. Hyperparameters are important for…”
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MachineLearnAthon: An Action-Oriented Machine Learning Didactic Concept by Tkáč, Michal, Sieber, Jakub, Kuhlmann, Lara, Brueggenolte, Matthias, Rinciog, Alexandru, Henke, Michael, Schweidtmann, Artur M, Gao, Qinghe, Theisen, Maximilian F, Shawi, Radwa El

“…Machine Learning (ML) techniques are encountered nowadays across disciplines, from social sciences, through natural sciences to engineering. The broad…”
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Quickest Path Queries on Transportation Network by Shawi, Radwa El, Gudmundsson, Joachim, Levcopoulos, Christos

“…This paper considers the problem of finding a quickest path between two points in the Euclidean plane in the presence of a transportation network. A…”
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An efficient algorithm for image retrieval through fusion of two clustering approaches based on combined features by El Shawi, R., Xiangjian He

“…This paper proposes new approaches for image representation to bridge the gap between visual features and semantics. Two new combined feature extraction…”
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