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258 results on '"Yahyaouy, Ali"'

5. Detecting Credit Card Fraud Using 1D Convolutional Neural Network: An Efficient Approach for Enhanced Security

Author

El Hlouli, Fatima Zohra, Riffi, Jamal, Mahraz, Mohamed Adnane, Yahyaouy, Ali, El Fazazy, Khalid, Tairi, Hamid, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2024
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6. Optimizing Station Selection and Routing Efficiency Using the Pickup and Delivery Problem Method with A-Star and Genetic Algorithm

Author

Abibou, Soukayna, Bourakadi, Dounia El, Yahyaouy, Ali, Gualous, Hamid, Obeid, Hussein, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Ben Ahmed, Mohamed, editor, Boudhir, Anouar Abdelhakim, editor, El Meouche, Rani, editor, and Karaș, İsmail Rakıp, editor

Published
2024
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13. Diabetic Retinopathy Prediction Based on Transfer Learning and Ensemble Voting

Author

Oulhadj, Mohammed, Riffi, Jamal, Khodriss, Chaimae, Mahraz, Adnane Mohamed, Bennis, Ahmed, Yahyaouy, Ali, Chraibi, Fouad, Abdellaoui, Meriem, Andsaloussi, Idriss Benatiya, Tairi, Hamid, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2023
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14. Green Hydrogen for Industry: A Proposed Approach to Manage the Flow of Energy in Industrial Sector in Morocco

Author

Slaoui, Zineb, Faquir, Sanaa, Zidani, Khalid Alaoui, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Nagar, Atulya K., editor, Singh Jat, Dharm, editor, Mishra, Durgesh Kumar, editor, and Joshi, Amit, editor

Published
2023
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23. Road Traffic Anomaly Detection: A Survey

Author

El Manaa, Imane, Benjelloun, Fadwa, Sabri, My Abdelouahed, Yahyaouy, Ali, Aarab, Abdellah, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2022
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24. Hourly Solar Power Forecasting Using Optimized Extreme Learning Machine

Author

Mansoury, Ibtissame, El Bourakadi, Dounia, Yahyaouy, Ali, Boumhidi, Jaouad, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2022
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25. A New Approach to Manage the Energy Flow in a Hybrid Renewable Energy System Based on Green Hydrogen

Author

Boullouz, Sanaa, Faquir, Sanaa, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2022
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26. A Modeling Learner Approach for Detecting Learning Styles in Adaptive E Learning Systems

Author

Azzi, Ibtissam, Laaouina, Loubna, Jeghal, Adil, Radouane, Abdelhay, Yahyaouy, Ali, Tairi, Hamid, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2022
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27. Study and Analysis of Accidents Database for the Years 2015–2016

Author

Touzani, Halima Drissi, Bollouz, Sanaa, Faquir, Sanaa, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2022
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28. Towards an Integrated Platform for the Presentation and Preservation of the Scientific Heritage of Drâa-Tafilalet

Author

Nafis, Fouad, Aghoutane, Badraddine, Yahyaouy, Ali, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Bennani, Saad, editor, Lakhrissi, Younes, editor, Khaissidi, Ghizlane, editor, Mansouri, Anass, editor, and Khamlichi, Youness, editor

Published
2022
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29. Intersection Management Approach based on Multi-agent System

Author

Mesbah, Meryem, Yahyaouy, Ali, Sabri, My Abdelouahed, Angrisani, Leopoldo, Series Editor, Arteaga, Marco, Series Editor, Panigrahi, Bijaya Ketan, Series Editor, Chakraborty, Samarjit, Series Editor, Chen, Jiming, Series Editor, Chen, Shanben, Series Editor, Chen, Tan Kay, Series Editor, Dillmann, Rüdiger, Series Editor, Duan, Haibin, Series Editor, Ferrari, Gianluigi, Series Editor, Ferre, Manuel, Series Editor, Hirche, Sandra, Series Editor, Jabbari, Faryar, Series Editor, Jia, Limin, Series Editor, Kacprzyk, Janusz, Series Editor, Khamis, Alaa, Series Editor, Kroeger, Torsten, Series Editor, Liang, Qilian, Series Editor, Martín, Ferran, Series Editor, Ming, Tan Cher, Series Editor, Minker, Wolfgang, Series Editor, Misra, Pradeep, Series Editor, Möller, Sebastian, Series Editor, Mukhopadhyay, Subhas, Series Editor, Ning, Cun-Zheng, Series Editor, Nishida, Toyoaki, Series Editor, Pascucci, Federica, Series Editor, Qin, Yong, Series Editor, Seng, Gan Woon, Series Editor, Speidel, Joachim, Series Editor, Veiga, Germano, Series Editor, Wu, Haitao, Series Editor, Zhang, Junjie James, Series Editor, Bennani, Saad, editor, Lakhrissi, Younes, editor, Khaissidi, Ghizlane, editor, Mansouri, Anass, editor, and Khamlichi, Youness, editor

Published
2022
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33. Advancing personalized oncology: a systematic review on the integration of artificial intelligence in monitoring neoadjuvant treatment for breast cancer patients.

Author

Hachache, Rachida, Yahyaouy, Ali, Riffi, Jamal, Tairi, Hamid, Abibou, Soukayna, Adoui, Mohammed El, and Benjelloun, Mohammed

Subjects
*MAGNETIC resonance imaging, *NEOADJUVANT chemotherapy, *ARTIFICIAL intelligence, *MACHINE learning, *DEEP learning
Abstract

Purpose: Despite suffering from the same disease, each patient exhibits a distinct microbiological profile and variable reactivity to prescribed treatments. Most doctors typically use a standardized treatment approach for all patients suffering from a specific disease. Consequently, the challenge lies in the effectiveness of this standardized treatment and in adapting it to each individual patient. Personalized medicine is an emerging field in which doctors use diagnostic tests to identify the most effective medical treatments for each patient. Prognosis, disease monitoring, and treatment planning rely on manual, error-prone methods. Artificial intelligence (AI) uses predictive techniques capable of automating prognostic and monitoring processes, thus reducing the error rate associated with conventional methods. Methods: This paper conducts an analysis of current literature, encompassing the period from January 2015 to 2023, based on Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA). Results: In assessing 25 pertinent studies concerning predicting neoadjuvant treatment (NAT) response in breast cancer (BC) patients, the studies explored various imaging modalities (Magnetic Resonance Imaging, Ultrasound, etc.), evaluating results based on accuracy, sensitivity, and area under the curve. Additionally, the technologies employed, such as machine learning (ML), deep learning (DL), statistics, and hybrid models, were scrutinized. The presentation of datasets used for predicting complete pathological response (PCR) was also considered. Conclusion: This paper seeks to unveil crucial insights into the application of AI techniques in personalized oncology, particularly in the monitoring and prediction of responses to NAT for BC patients. Finally, the authors suggest avenues for future research into AI-based monitoring systems. [ABSTRACT FROM AUTHOR]

Published
2024
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34. Taxonomy of optimization algorithms combined with CNN for optimal placement of virtual machines within physical machines in data centers.

Author

El Yadari, Meryeme, El Motaki, Saloua, Yahyaouy, Ali, Makany, Philippe, El Fazazy, Khalid, Gualous, Hamid, and Le Masson, Stéphane

Subjects
VIRTUAL machine systems, OPTIMIZATION algorithms, CONVOLUTIONAL neural networks, INFORMATION resources management, COMPARATIVE method
Abstract

Energy management in datacenters is a major challenge today due to the environmental and economic impact of increasing energy consumption. Efficient placement of virtual machines in physical machines within modern datacenters is crucial for their effective management. In this context, five algorithms named CNN-GA, CNN-greedy, CNN-ABC, CNN-ACO and CNN-PSO, have been developed to minimize hosts' power consumption and ensure service quality with relatively low response times. We propose a comparative approach between the developed algorithms and other existing methods for virtual machine placement. The algorithms use optimization algorithms combined with Convolutional Neural Networks to build predictive models of virtual machine placement. The models were evaluated based on their accuracy and complexity to select the optimal solution. The necessary data is collected using the CloudSim Plus simulator, and the prediction results were used to allocate virtual machines according to the predictions of the models. The main objective of this research is to optimize the management of Information Technology resources within datacenters. This is achieved by seeking a virtual machine placement policy that minimizes hosts' power consumption and ensures an appropriate level of service for users' needs. It considers the imperatives of sustainability, performance, and availability by reducing energy consumption and response times. We studied six scenarios under specific constraints to determine the best model for virtual machines' placement. This approach aims to address current challenges in energy management and operational efficiency. [ABSTRACT FROM AUTHOR]

Published
2024
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35. Overview of the Main Recommendation Approaches for the Scientific Articles

Author

El Alaoui, Driss, Riffi, Jamal, Aghoutane, Badraddine, Sabri, Abdelouahed, Yahyaouy, Ali, Tairi, Hamid, van der Aalst, Wil, Series Editor, Mylopoulos, John, Series Editor, Rosemann, Michael, Series Editor, Shaw, Michael J., Series Editor, Szyperski, Clemens, Series Editor, Fakir, Mohamed, editor, Baslam, Mohamed, editor, and El Ayachi, Rachid, editor

Published
2021
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36. A Study of Energy Reduction Strategies in Renewable Hybrid Grid

Author

Ameur, Chahinaze, Faquir, Sanaa, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Masrour, Tawfik, editor, El Hassani, Ibtissam, editor, and Cherrafi, Anass, editor

Published
2021
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37. Spam Filtering System Based on Nearest Neighbor Algorithms

Author

Hnini, Ghizlane, Riffi, Jamal, Mahraz, Mohamed Adnane, Yahyaouy, Ali, Tairi, Hamid, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Masrour, Tawfik, editor, El Hassani, Ibtissam, editor, and Cherrafi, Anass, editor

Published
2021
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38. A Proposed Solution to Road Traffic Accidents Based on Fuzzy Logic Control

Author

Touzani, Halima Drissi, Faquir, Sanaa, Senhaji, Saloua, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2021
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39. The Review of Objectives, Methods, Tools, and Algorithms for Educational Data Mining

Author

Timmi, Mohamed, Jeghal, Adil, EL Garouani, Said, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Motahhir, Saad, editor, and Bossoufi, Badre, editor

Published
2021
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40. Recommender System for Most Relevant K Pick-Up Points

Author

Berdeddouch, Ayoub, Yahyaouy, Ali, Bennani, Younès, Verde, Rosanna, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Masrour, Tawfik, editor, Cherrafi, Anass, editor, and El Hassani, Ibtissam, editor

Published
2021
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41. Collaborative Filtering: Comparative Study Between Matrix Factorization and Neural Network Method

Author

El Alaoui, Driss, Riffi, Jamal, Aghoutane, Badraddine, Sabri, Abdelouahed, Yahyaouy, Ali, Tairi, Hamid, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Woeginger, Gerhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Georgiou, Chryssis, editor, and Majumdar, Rupak, editor

Published
2021
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42. A Robust Classification to Predict Learning Styles in Adaptive E-Learning Systems

Author

Azzi, Ibtissam, Jeghal, Adil, Radouane, Abdelhay, Yahyaouy, Ali, and Tairi, Hamid

Abstract

In E-Learning Systems, the automatic detection of the learners' learning styles provides a concrete way for instructors to personalize the learning to be made available to learners. The classification techniques are the most used techniques to automatically detect the learning styles by processing data coming from learner interactions with the system. By using these classification techniques, considerable results are obtained by several approaches with various learning style models. The performance of these approaches varies from one approach to another depending on the data used. However, these approaches have some limitations related to robustness. Indeed, a common feature of these approaches is that they consider only a single course in their trials. Whereas to construct a robust classifier, a representative set of data is crucial. Subsequently, a robust approach for automatically detecting learning styles must take into account the wealth of information to be processed. Therefore, it must consider that the data have to be gathered from learners' learning behaviors that correspond to several courses. In this paper, we propose a robust classifier which can be able to identify the learning style of the learner in E Learning System. The learning behavior of the learner is captured on varied contexts typically on varied courses appertaining to a specific subject matter. The web usage mining is used for capturing the learners' behaviors and then, the learning styles are mapped to Felder-Silverman Learning Style Model (FSLSM) categories. Fuzzy C Means (FCM) algorithm is used to cluster the captured learning behavioral data into FSLSM categories. The experiment results show the performance of our approach although the captured data are gathered from the learners' learning behaviors corresponding to several courses.

Published
2020
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46. Comparative Study on Approaches of Recommendation Systems

Author

Al Fararni, Khalid, Aghoutane, Badraddine, Riffi, Jamal, Sabri, Abdelouahed, Yahyaouy, Ali, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Bhateja, Vikrant, editor, Satapathy, Suresh Chandra, editor, and Satori, Hassan, editor

Published
2020
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47. Approach Based on Artificial Neural Network to Improve Personalization in Adaptive E-Learning Systems

Author

Azzi, Ibtissam, Jeghal, Adil, Radouane, Abdelhay, Yahyaouy, Ali, Tairi, Hamid, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Bhateja, Vikrant, editor, Satapathy, Suresh Chandra, editor, and Satori, Hassan, editor

Published
2020
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48. Detection of SMS Spam Using Machine-Learning Algorithms

Author

El Hlouli, Fatima Zohra, Riffi, Jamal, Mahraz, Mohamed Adnane, El Yahyaouy, Ali, Tairi, Hamid, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Bhateja, Vikrant, editor, Satapathy, Suresh Chandra, editor, and Satori, Hassan, editor

Published
2020
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49. An Efficiency Study of Adaptive Median Filtering for Image Denoising, Based on a Hardware Implementation

Author

El Khoukhi, Hasnae, Idriss, Faiz Mohammed, Yahyaouy, Ali, Sabri, My Abdelouahed, Kacprzyk, Janusz, Series Editor, Pal, Nikhil R., Advisory Editor, Bello Perez, Rafael, Advisory Editor, Corchado, Emilio S., Advisory Editor, Hagras, Hani, Advisory Editor, Kóczy, László T., Advisory Editor, Kreinovich, Vladik, Advisory Editor, Lin, Chin-Teng, Advisory Editor, Lu, Jie, Advisory Editor, Melin, Patricia, Advisory Editor, Nedjah, Nadia, Advisory Editor, Nguyen, Ngoc Thanh, Advisory Editor, Wang, Jun, Advisory Editor, Bhateja, Vikrant, editor, Satapathy, Suresh Chandra, editor, and Satori, Hassan, editor

Published
2020
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