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44 results on '"Elazouzi, Rachid"'

1. Learning from Experience: A Dynamic Closed-Loop QoE Optimization for Video Adaptation and Delivery

Author

Triki, Imen, Zhu, Quanyan, Elazouzi, Rachid, Haddad, Majed, and Xu, Zhiheng

Subjects
Computer Science - Multimedia
Abstract

The quality of experience (QoE) is known to be subjective and context-dependent. Identifying and calculating the factors that affect QoE is indeed a difficult task. Recently, a lot of effort has been devoted to estimate the users QoE in order to improve video delivery. In the literature, most of the QoE-driven optimization schemes that realize trade-offs among different quality metrics have been addressed under the assumption of homogenous populations. Nevertheless, people perceptions on a given video quality may not be the same, which makes the QoE optimization harder. This paper aims at taking a step further in order to address this limitation and meet users profiles. To do so, we propose a closed-loop control framework based on the users(subjective) feedbacks to learn the QoE function and optimize it at the same time. Our simulation results show that our system converges to a steady state, where the resulting QoE function noticeably improves the users feedbacks., Comment: 8 pages

Published
2017

2. Forecasting popularity of videos in YouTube

Author

Richier, Cedric, Elazouzi, Rachid, Jimenez, Tania, Altman, Eitan, and Linares, Georges

Subjects
Computer Science - Social and Information Networks
Abstract

This paper proposes a new prediction process to explain and predict popularity evolution of YouTube videos. We exploit our recent study on the classification of YouTube videos in order to predict the evolution of videos' view-count. This classification allows to identify important factors of the observed popularity dynamics. Our experimental results show that our prediction process is able to reduce the average prediction errors compared to a state-of-the-art baseline model. We also evaluate the impact of adding popularity criteria in our classification., Comment: Paper withdrawn due to conflict of interest in conference call for paper

Published
2015

3. A Game Theoretic Model for Network Virus Protection

Author

Khammassi, Iyed, Elazouzi, Rachid, Haddad, Majed, and Mabrouki, Issam

Subjects
Computer Science - Computer Science and Game Theory, Computer Science - Social and Information Networks
Abstract

The network virus propagation is influenced by various factors, and some of them are neglected in most of the existed models in the literature. In this paper, we study the network virus propagation based on the the epidemiological viewpoint. We assume that nodes can be equipped with protection against virus and the security of a node depends not only on his protection strategy but also by those chosen by other nodes in the network. A crucial aspect is whether owners of device, e.g., either smartphones, machines or tablets, are willing to be equipped to protect themselves or to take the risk to be contaminated in order to avoid the payment for a new antivirus. We model the interaction between nodes as a non-cooperative games where the node has two strategies: either to update the antivirus or not. To this aim, we provide a full characterization of the equilibria of the game and we investigate the impact of the price of protection on the equilibrium as well as the efficiency of the protection at equilibrium. Further we consider more realistic scenarios in which the dynamic of sources that disseminate the virus, evolves as function of the popularity of virus. In this work, the interest in the virus by sources evolves under the Influence Linear Threshold (HILT) model., Comment: Technical report, 8 pages, 10 figures

Published
2014

4. Modelling View-count Dynamics in YouTube

Author

Richier, Cédric, Altman, Eitan, Elazouzi, Rachid, Altman, Tania, Linares, Georges, and Portilla, Yonathan

Subjects
Computer Science - Social and Information Networks, Physics - Physics and Society
Abstract

The goal of this paper is to study the behaviour of view-count in YouTube. We first propose several bio-inspired models for the evolution of the view-count of YouTube videos. We show, using a large set of empirical data, that the view-count for 90% of videos in YouTube can indeed be associated to at least one of these models, with a Mean Error which does not exceed 5%. We derive automatic ways of classifying the view-count curve into one of these models and of extracting the most suitable parameters of the model. We study empirically the impact of videos' popularity and category on the evolution of its view-count. We finally use the above classification along with the automatic parameters extraction in order to predict the evolution of videos' view-count., Comment: Technical report, 10 pages. Added MER definition analysis. Added interval confidence intervals. Added prediction results

Published
2014

5. Quality of Experience in HTTP Adaptive Video Streaming Systems

Author

Ye, Zakaria, Elazouzi, Rachid, Jiménez, Tania, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Sabir, Essaid, editor, García Armada, Ana, editor, Ghogho, Mounir, editor, and Debbah, Mérouane, editor

Published
2017
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6. A Fully Distributed Learning Algorithm for Power Allocation in Heterogeneous Networks

Author

Elhammouti, Hajar, Echabbi, Loubna, Elazouzi, Rachid, Hutchison, David, Series editor, Kanade, Takeo, Series editor, Kittler, Josef, Series editor, Kleinberg, Jon M., Series editor, Mattern, Friedemann, Series editor, Mitchell, John C., Series editor, Naor, Moni, Series editor, Pandu Rangan, C., Series editor, Steffen, Bernhard, Series editor, Terzopoulos, Demetri, Series editor, Tygar, Doug, Series editor, Weikum, Gerhard, Series editor, Bouajjani, Ahmed, editor, and Fauconnier, Hugues, editor

Published
2015
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11. Controlled Matching Games for Resource Allocation and User Association in Multi-Rate WiFi Networks

Author

Coupechoux, Marceau, Touati, Mikaël, Elazouzi, Rachid, Altman, Eitan, Kélif, Jean-Marc, Réseaux, Mobilité et Services (RMS), Laboratoire Traitement et Communication de l'Information (LTCI), Institut Mines-Télécom [Paris] (IMT)-Télécom Paris-Institut Mines-Télécom [Paris] (IMT)-Télécom Paris, Département Informatique et Réseaux (INFRES), Télécom ParisTech, Orange Labs [Issy les Moulineaux], France Télécom, Laboratoire Informatique d'Avignon (LIA), Avignon Université (AU)-Centre d'Enseignement et de Recherche en Informatique - CERI, Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria), Models for the performance analysis and the control of networks (MAESTRO), and Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)

Subjects
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], [INFO.INFO-GT]Computer Science [cs]/Computer Science and Game Theory [cs.GT], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC], ComputingMilieux_MISCELLANEOUS
Abstract

National audience

Published
2016

12. Controlled Matching Games for Resource Allocation and User Association in Wireless Networks

Author

Coupechoux, Marceau, Touati, Mikaël, Elazouzi, Rachid, Altman, Eitan, Kélif, Jean-Marc, Réseaux, Mobilité et Services (RMS), Laboratoire Traitement et Communication de l'Information (LTCI), Institut Mines-Télécom [Paris] (IMT)-Télécom Paris-Institut Mines-Télécom [Paris] (IMT)-Télécom Paris, Département Informatique et Réseaux (INFRES), Télécom ParisTech, Orange Labs [Issy les Moulineaux], France Télécom, Laboratoire Informatique d'Avignon (LIA), Avignon Université (AU)-Centre d'Enseignement et de Recherche en Informatique - CERI, Inria Sophia Antipolis - Méditerranée (CRISAM), Institut National de Recherche en Informatique et en Automatique (Inria), Models for the performance analysis and the control of networks (MAESTRO), and Institut National de Recherche en Informatique et en Automatique (Inria)-Institut National de Recherche en Informatique et en Automatique (Inria)

Subjects
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], [INFO.INFO-GT]Computer Science [cs]/Computer Science and Game Theory [cs.GT], [MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC], ComputingMilieux_MISCELLANEOUS
Abstract

National audience

Published
2016

13. WiMAX network capacity and radio resource management

Author

Chahed, Tijani, Chammakhi Msadaa, Ikbal, Elazouzi, Rachid, Filali, Fethi, Elayoubi, Salah-Eddine, Fourestié, Benoit, Peyre, Thierry, Tarhini, Chadi, Chahed, Tijani, Chammakhi Msadaa, Ikbal, Elazouzi, Rachid, Filali, Fethi, Elayoubi, Salah-Eddine, Fourestié, Benoit, Peyre, Thierry, and Tarhini, Chadi

Published
2009

14. Modelling View-count Dynamics in YouTube

Author

Richier, C��dric, Altman, Eitan, Elazouzi, Rachid, Altman, Tania, Linares, Georges, and Portilla, Yonathan

Subjects
Social and Information Networks (cs.SI), FOS: Computer and information sciences, Physics - Physics and Society, FOS: Physical sciences, Computer Science - Social and Information Networks, Physics and Society (physics.soc-ph)
Abstract

The goal of this paper is to study the behaviour of view-count in YouTube. We first propose several bio-inspired models for the evolution of the view-count of YouTube videos. We show, using a large set of empirical data, that the view-count for 90% of videos in YouTube can indeed be associated to at least one of these models, with a Mean Error which does not exceed 5%. We derive automatic ways of classifying the view-count curve into one of these models and of extracting the most suitable parameters of the model. We study empirically the impact of videos' popularity and category on the evolution of its view-count. We finally use the above classification along with the automatic parameters extraction in order to predict the evolution of videos' view-count., Technical report, 10 pages. Added MER definition analysis. Added interval confidence intervals. Added prediction results

Published
2014

18. The Uplink Capacity Evaluation of Wireless Networks: Spectral Analysis Approach

Author

Kobbane Abdellatif, Elazouzi Rachid, Ibrahimi Khalil, Bouyakhf El-Houssine, and Sujit Kumar Samanta

Subjects
Computer Science::Networking and Internet Architecture
Abstract

In this paper we study the capacity of wireless cellular network, in particular the uplink of WCDMA system by using the two dimensional continuous-time Markov chain (CTMC) technique. Considering two types of calls: real-time (RT) calls that characterized by a quasi fixed transmission rate, and best-effort (BE) calls which do not require strict demand but need some reliability conditions. We develop an approach based on the spectral analysis for evaluating the cell capacity. We explicitly obtain the simultaneous distribution of the number of RT connections and the number of BE connections in the steady-state. This analysis allows us to simplify the computation of the performance measures including expected delay and throughput of BE traffic. These performances are obtained explicitly in both cases (finite and infinite) of BE calls as function of system parameters like arrival rate of BE and RT calls, service rate of BE and RT calls. These results allow the operator to evaluate the cell capacity by varying these parameters independently of the number of BE calls according to its policy to manage the network. Note that this analysis can be applied to various systems such as WiMAX/HSPA, and for both uplink and downlink scenarios, so our spectral analysis approach is not only applicable to the uplink of WCDMA system. We further propose some CAC (Call admission control) policies for BE traffic. We finally conclude this work by some numerical and simulation results. The simulation results obtained by the network simulator (NS2) are closely to the numerical results of our analytical results which validate our theoretical model.

Published
2010

19. Information theoretic capacity of WIMAX

Author

Chahed, Tijani, Cottatellucci, Laura, Elazouzi, Rachid, Gault, Sophie, He, Gaoning, Méthodes et modèles pour les réseaux (METHODES-SAMOVAR), Services répartis, Architectures, MOdélisation, Validation, Administration des Réseaux (SAMOVAR), Institut Mines-Télécom [Paris] (IMT)-Télécom SudParis (TSP)-Institut Mines-Télécom [Paris] (IMT)-Télécom SudParis (TSP), Département Réseaux et Services de Télécommunications (RST), Institut Mines-Télécom [Paris] (IMT)-Télécom SudParis (TSP), Centre National de la Recherche Scientifique (CNRS), Eurecom [Sophia Antipolis], Laboratoire Informatique d'Avignon (LIA), Avignon Université (AU)-Centre d'Enseignement et de Recherche en Informatique - CERI, Motorola Labs (MOTOROLA), Motorola, and Télécom SudParis & Institut Mines-Télécom Business School, Médiathèque

Subjects
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI], [INFO.INFO-NI] Computer Science [cs]/Networking and Internet Architecture [cs.NI]
Abstract

International audience; The first version of WiMAX, for fixed broadband access in the 10-66 GHz range, began in 1998 and was completed in October 2001. It was amended in version 802.16a for the 2-11 GHz bandwidth in January 2004, brought some enhancements in the uplink. Version 802.16e mainly concerns mobility and asymmetric links

Published
2009

20. WCDMA Uplink System Capacity: A Singular Perturbation Approach

Author

Ibrahimi, Khalil, Elazouzi, Rachid, Kobbane, Abdellatif, Bouyakhf, El Houssine, Laboratoire d'Informatique, Mathématiques appliquées, Intelligence Artificielle et Reconnaissance de Formes (LIMIARF), University of Mohammed V, Laboratoire Informatique d'Avignon (LIA), and Centre d'Enseignement et de Recherche en Informatique - CERI-Avignon Université (AU)

Subjects
quasi-birth-death process, Singular W-CDMA, Lyapunov, [INFO]Computer Science [cs], singular perturbation
Abstract

International audience; We consider a WCDMA system with two types of calls: real time (RT) calls that have dedicated resources, and data on real time (BE) calls (i.e. best effort) that share system capacity. We consider reservation of some capacity resources for the BE traffic as well as any capacity left over from RT calls. Our analysis approach is based on modeling of the system as a two dimensional Markov chain, where the first correspond to the number of RT calls and the second to the number of BE calls in the system. In order obtain the steady state distribution of this system, we use a singular perturbation solution approach for approximating the steady state. Our approach gives a good approximation and relatively faster computation in comparison with our exact methods like spectral analysis [17]. Based on this analysis, we derive performance evaluation results regarding blocking of RT calls and sojourn time of BE calls, under different traffic characteristics. Finally, we extend our result to cover BE admission control. Here, we find the maximum BE arrival rate such that the sojourn time of BE calls not exceed a threshold.

Published
2008

30. A Game-Theoretic Model for Analysis and Design of Self-organization Mechanisms in IoT

Author

Behzadan, Vahid, Rekabdar, Banafsheh, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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31. A Dynamic Incentive Mechanism for Security in Networks of Interdependent Agents

Author

Farhadi, Farzaneh, Tavafoghi, Hamidreza, Teneketzis, Demosthenis, Golestani, Jamal, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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32. Paradoxes in a Multi-criteria Routing Game

Author

Boukoftane, Amina, Altman, Eitan, Haddad, Majed, Oukid, Nadia, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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33. Comparing Customer Taste Distributions in Vertically Differentiated Mobile Service Markets

Author

Galinina, Olga, Militano, Leonardo, Orsino, Antonino, Andreev, Sergey, Araniti, Giuseppe, Iera, Antonio, Koucheryavy, Yevgeni, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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34. Risk Management Using Cyber-Threat Information Sharing and Cyber-Insurance

Author

Tosh, Deepak K., Shetty, Sachin, Sengupta, Shamik, Kesan, Jay P., Kamhoua, Charles A., Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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35. Better Late Than Never: Efficient Transmission of Wide Area Measurements in Smart Grids

Author

Bao, Jingchao, Li, Husheng, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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36. Designing Cyber Insurance Policies: Mitigating Moral Hazard Through Security Pre-Screening

Author

Khalili, Mohammad Mahdi, Naghizadeh, Parinaz, Liu, Mingyan, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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37. Rules for Computing Resistance of Transitions of Learning Algorithms in Games

Author

Ali, Mohammed Shabbir, Coucheney, Pierre, Coupechoux, Marceau, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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38. Energy Trading Game for Microgrids Using Reinforcement Learning

Author

Xiao, Xingyu, Dai, Canhuang, Li, Yanda, Zhou, Changhua, Xiao, Liang, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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39. Optimal Control of Multi-strain Epidemic Processes in Complex Networks

Author

Gubar, Elena, Zhu, Quanyan, Taynitskiy, Vladislav, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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40. Assortative Mixing Equilibria in Social Network Games

Author

Avin, Chen, Daltrophe, Hadassa, Lotker, Zvi, Peleg, David, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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41. A Multitype Hawk and Dove Game

Author

Aradhye, Aditya, Altman, Eitan, El-Azouzi, Rachid, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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42. On the Finite Population Evolutionary Stable Strategy Equilibrium for Perfect Information Extensive Form Games

Author

Vargün, Aycan, Dalkılıç, Mehmet Emin, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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43. Nash Equilibrium and Stability in Network Selection Games

Author

Hota, Mohit, Kapoor, Sanjiv, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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44. Nash Equilibrium Seeking with Non-doubly Stochastic Communication Weight Matrix

Author

Salehisadaghiani, Farzad, Pavel, Lacra, Akan, Ozgur, Series editor, Bellavista, Paolo, Series editor, Cao, Jiannong, Series editor, Coulson, Geoffrey, Series editor, Dressler, Falko, Series editor, Ferrari, Domenico, Series editor, Gerla, Mario, Series editor, Kobayashi, Hisashi, Series editor, Palazzo, Sergio, Series editor, Sahni, Sartaj, Series editor, Shen, Xuemin Sherman, Series editor, Stan, Mircea, Series editor, Xiaohua, Jia, Series editor, Zomaya, Albert Y., Series editor, Duan, Lingjie, editor, Sanjab, Anibal, editor, Li, Husheng, editor, Chen, Xu, editor, Materassi, Donatello, editor, and Elazouzi, Rachid, editor

Published
2017
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