We consider the problem of how to incorporate prior knowledge in supervised learning techniques. We set the problem in the framework of regularization theory, and consider the case in which we know that the approximated function has radial symmetry. The problem can be solved in two alternative ways: 1) use the invariance as a constraint in the regulariza-tion theory framework to derive a rotati...

*Ahmed ALLALI, **Hamid BOUZEBOUDJA, ***Laouer MOHAMED, ****Mostafa RAHLI, ***** Abdelkader ZEBLAH * University of Oran USTO, Engineering Faculty, Electrical Department, B.P. 1505 El M’ Naour, Oran, Algeria E-mail: [email protected] ** University of Oran USTO, Engineering Faculty, Electrical Department, B.P. 1505 El M ‘Naour, Oran, Algeria: [email protected] *** Centre Universitaire de Saida...

Factors predicting survival in patients with early stage laryngeal cancer: A cohort study between 2000 to 2015 Mohammad Fararouei 1, Nima Daneshi 2, Μohammad Mohammadianpanah 3, Hamid Reza Tabatabaei 4, Mohammad Zare-bandamiri 4, Mostafa Dianatinasab 1,4 1Shiraz HIV/AIDS Research Center, Institute of Health, Shiraz University of Medical Sciences, Shiraz; 2Student Research Committee, Department ...

ACKNOWLEDGEMENTS I would like to thank my advisor Prof. Mostafa Ammar for his enduring patience, guidance, encouragement and support, and my other thesis committee members Prof. Ellen Zegura, Prof. valuable time and advice; my colleagues and lab mates for their support and kind wishes, especially Saman-whom I have had the pleasure and honor of working with; past and present members of the Colle...

1. Acute Rhinosinusitis: Adapted Egyptian Clinical Practice Guidelines Ahmed Ragab, Reda Kamel, Ashraf Khaled, Baliegh Hamdy, Elfarouk, Mohamed Elsharnouby, Hossam Elsherif 2. Chronic Magdy Eisa, Osama Tomoum 3. Allergic Rhinitis: Gamea, Ayman Medani, Zeyad Mandour 4. Epistaxis: Ibrahim Rezk Mohammed, Diaa Elhennawi, Rifaat 5. Cerebrospinal Fluid Rhinorrhea (CSF): Ismail Elnashar, Mostafa A. El...

Amal Ahmed Mohamed1, Dalia Omran2, Basem Eysa3, Amany A Salem1, Muhammad Mostafa Abd El Ghaffar4, Shereen Helmy Ahmed5, Salma Mohamed Saad6, Gaber7, Marwa Adam el-mohamdy hasbelnabi8, Dina Abdelhakam Mohamed8, Rasha Saad Hussein9 and Hend Ibrahim Shousha2* Author Affiliations 1Biochemistry Molecular Biology department, National Hepatology & Tropical Medicine Research Institute, Cairo, Egypt 2En...

In the era of technological globalization, educators are encouraged to incorporate online synchronous communication (e.g., chatting) and statistical approaches error-identification automatic annotator) into writing curriculum (Hosseini, 2012; Li, Link, & Hegelheimer, 2014). Electronic feedback is playing an increasingly vital part in modern instruction. It improves learners' revision reduce...