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    Throughput analysis of a cognitive multi-hop IEEE 802.11-based WLAN overlaid on a cellular network

    , Article 2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011, 15 September 2011 through 17 September 2011, Split, Hvar, Dubrovnik ; 2011 , Pages 307-311 ; 9789532900262 (ISBN) Soleimani, H ; Ashtiani, F ; Sharif University of Technology
    2011
    Abstract
    In this paper, we focus on a cognitive network scenario, comprised of a multi-hop IEEE 802.11-based WLAN overlaid on a cellular network. In this scenario, the wireless nodes in a WLAN, i.e., cognitive nodes, use the downlink frequency channels of the cellular network opportunistically, such that at each packet transmission all idle channels have been exploited. In order to evaluate the capability of the considered cognitive network scenario, we propose an open queueing network model such that different packet transmission phases are mapped onto different queueing nodes. We also map different types of collisions, i.e., collision on control signals as well as collision on data transmission due... 

    Deep Learning For Recommender Systems

    , M.Sc. Thesis Sharif University of Technology Abbasi, Omid (Author) ; Soleimani, Mahdieh (Supervisor)
    Abstract
    Collaborative fltering (CF) is one of the best and widely employed approaches in Recommender systems (RS). This approach tries to fnd some latent features for users and items so it would predict user rates with these features. Early CF methods used matrix factorization to learn users and items latent features. But these methods face cold start as well as sparsity problem. Recent years methods employ side information along with rating matrix to learn users and items latent features. On the other hand, deep learning models show great potential for learning effective representations especially when auxiliary information is sparse. Due to this feature of deep learning, we use deep learning to... 

    Synergistic strengthening by severe plastic deformation and post-heat treatment of a low-carbon steel

    , Article Steel Research International ; Volume 89, Issue 6 , 2018 ; 16113683 (ISSN) Soleimani, F ; Kazeminezhad, M ; Sharif University of Technology
    Wiley-VCH Verlag  2018
    Abstract
    Low-carbon steel sheets are severely plastic deformed to strains of up to ≈3.48 and subsequently heat treated by conventional annealing followed by water-quenching. Four temperatures are chosen for the annealing below and over the Ac1 and Ac3 transformation lines. The effects of post-deformation heat treatment are investigated by evaluating the microstructure and mechanical properties, including strength, ductility, work hardening capability, and hardness. A maximum increase of 86% in the strength is obtained through intercritical annealing and quenching of the samples subjected to strain of 1.16. It is interesting that both the elongation and ultimate tensile strength values are higher... 

    A Mathematical Model for Pricing and Container Repositioning in a Competitive Transportation Network

    , M.Sc. Thesis Sharif University of Technology Soleimani, Mahdi (Author) ; Najafi, Mehdi (Supervisor)
    Abstract
    The transportation is one of the important components in the economies of different countries. In the maritime transportation network, the demand is usually not balanced in different routes, and this imbalance results to accumulation of containers in a node. In order to sustain the problem, firms have to reposition empty equipment from a surplus location to a shortage location, which causes the problem of “Empty Repositioning Problem”. In this study, pricing strategies in one transportation market with two locations are considered; while there is ERP problem in issue. The problem is solved by Bertrand game method. The research is divided into two parts of the monopoly network and the duopoly... 

    Development of Cascade Fuzzy Filters in Integrated INS-DVL-GPS Navigation

    , M.Sc. Thesis Sharif University of Technology Soleimani, Rasoul (Author) ; Salarieh, Hassan (Supervisor)
    Abstract
    Navigation is the science of determining the velocity and attitude of a moving object in every given moment. There have been many methods for navigation. Nowadays with the advancement of technology, advanced navigation systems have been developed. Although each of these navigation systems have their pros and cons, in order to improve the overall performance of the system and to solve their problems, these systems are integrated.The goal of this project is to present an integrated cascade method to decrease error and also decrease dependence on GPS. In this project, INS, DVL & GPS are integrated with the cascade method.To achieve this, INS-GPS and INS-DVL integration are first performed. The... 

    Multi-agent programming to enhance resiliency of earthquake-prone old metropolitan areas by transit-oriented development under public-private partnership

    , Article European Journal of Transport and Infrastructure Research ; Volume 21, Issue 1 , 2021 , Pages 19-52 ; 15677141 (ISSN) Soleimani, H ; Poorzahedy, H ; Sharif University of Technology
    TU Delft  2021
    Abstract
    Deteriorated urban areas in large cities have poor living standards, are inaccessible and small-sized, and have unstable building structures. Earthquake hazards may turn such situations into human disasters. In most cases, neither the governments nor the owners of these properties have enough budgets for renovating them. The purpose of this paper is to take advantage of Transit Oriented Development concepts to simultaneously solve two major urban area problems: (a) renovation of deteriorated urban areas and prevention of urban sprawl, and (b) design of transit network and promotion of transit-oriented development to reduce traffic congestion, pollution, and other unwanted outcomes of the... 

    Application of survival model to reveal influential objective and subjective variables to educate old metropolitan area residents in trading lands for housings: case of Tehran

    , Article Journal of Housing and the Built Environment ; 2022 ; 15664910 (ISSN) Soleimani, H ; Poorzahedy, H ; Sharif University of Technology
    Springer Science and Business Media B.V  2022
    Abstract
    Deteriorated land-uses constitute vast portions of the metropolitan areas, being small lots of land, hardly accessible, structurally unstable, and extremely vulnerable to moderate earthquakes. We present the results of a stated preference survey done to support the viability of administering a novel tri-lateral Public–Private Partnership of Build-Operate-Transfer type proposal of Government (G)-Residents (R)-Private Sector Investors (P). In this proposal, the (low income) R in a zone trade their lands for an equivalent value of safe housing built by P next to a newly constructed Bus Rapid Transit line built by G in the same zone, thus a Transit-Oriented Development. P, in return, receives... 

    Microstructure Modification and Electrical Conductivity Development in PA6/PS Blend using PANI Coated CNT

    , M.Sc. Thesis Sharif University of Technology Soleimani, Elahe (Author) ; Bagheri, Reza (Supervisor)
    Abstract
    In this research, a nanocomposite blend of polyamide 6/polystyrene containing polyaniline-coated carbon nanotubes was fabricated via melt blending method, aiming to achieve electrical conductivity in the range of static dissipation. The effect of weight percentage of nanofillers and surface modification of carbon nanotubes with polyaniline on the electrical properties and microstructure of the nanocomposite was investigated. To promote compatibility between the immiscible polyamide 6 and polystyrene polymers, PS-g-MA compatibilizer was utilized, and its effect on the morphology of the nanocomposite blend was examined. Additionally, the influence of weight percentage of nanofillers and the... 

    Assessment of Vulnerability and Resilience to Land Degradation

    , M.Sc. Thesis Sharif University of Technology Soleimani, Yeganeh (Author) ; Moghim, Sanaz (Supervisor)
    Abstract
    In recent decades, especially with the increase of greenhouse gases and global warming, land degradation has become one of the important global environmental issues. Land degradation has significant impacts on soil performance, vegetation cover, crops, and even the dispersion of dust particles. Land degradation is a complex phenomenon that is affected by multiple factors. Thus, it is necessary to identify these factors and then assess the degree of vulnerability and resilience to it globally. Proper indicators can clarify the integration and effective linkage between related parameters. This study aims to develop a Land Degradation Vulnerability Index (LDVI) using parameters such as... 

    Throughput Analysis of a Cognitive Multi-hop Wireless Network Overlaid on a Cellular Network

    , M.Sc. Thesis Sharif University of Technology Soleimani, Hosein (Author) ; Ashtiani, Farid (Supervisor)
    Abstract
    In this thesis, we evaluate the maximum stable throughput of a cognitive multi-hop IEEE 802.11-based WLAN overlaid on a cellular network. In the considered scenario, the secondary users operate in the downlink or uplink frequency band of primary network and transmit their data in free primary channels using OFDM technique. The activity of primary nodes is modeled independently by ON-OFF alternating states. To model the scenario, each secondary user is modeled with an open queueing network. The queueing network can model the transmission of data as well as the effect of primary users. By writing the traffic equations of the queueing network and applying the stability conditions, we are able... 

    Analysis of the Effect of Frame Aggregation in IEEE 802.11 Standard

    , M.Sc. Thesis Sharif University of Technology Soleimani, Mohammad (Author) ; Ashtiyani, Farid (Supervisor)
    Abstract
    In this thesis the effect of frame aggregation mechanism in maximizing throughput in Wireless Local Area Networks (WLANs) have been investigated. Frame aggregation has become a part of the IEEE 802.11 standard as the amendment IEEE 802.11n. First, we have a quick review on access control layer in IEEE 802.11 standard then illustrate the necessity of frame aggregation. Afterwards, we propose an analytical model for the analysis of an IEEE 802.11n network comprised of an Access Point (AP) and several conventional nodes, all in the coverage area of each other. This analytical model focuses on downlink throughput; therefore only AP uses frame aggregation and the other nodes use basic IEEE 802.11... 

    Unsupervised domain adaptation via representation learning and adaptive classifier learning

    , Article Neurocomputing ; Volume 165 , 2015 , Pages 300-311 ; 09252312 (ISSN) Gheisari, M ; Baghshah Soleimani, M ; Sharif University of Technology
    2015
    Abstract
    The existing learning methods usually assume that training data and test data follow the same distribution, while this is not always true. Thus, in many cases the performance of these methods on the test data will be severely degraded. In this paper, we study the problem of unsupervised domain adaptation, where no labeled data in the target domain is available. The proposed method first finds a new representation for both the source and the target domain and then learns a prediction function for the classifier by optimizing an objective function which simultaneously tries to minimize the loss function on the source domain while also maximizes the consistency of manifold (which is based on... 

    A Transit-Oriented Development Model for Renovation of Deteriorated Metropolitan Areas

    , Ph.D. Dissertation Sharif University of Technology Soleimani, Hojjatollah (Author) ; Poorzahedy, Hossein (Supervisor)
    Abstract
    Deteriorated old urban neighborhoods usually have no access to appropriate municipal services, and have small-sized buildings, densely populated areas, and earthquake-prone structures. Residents in these areas do not have the will and financial ability to renovate their aged properties. A questionnaire survey of the citizens living in the deteriorated areas of the City of Tehran showed that 80% of households do not have a positive monthly financial balance and cannot afford the cost of reconstructing their properties. Serious drawbacks of previous attempts to renovate deteriorated areas, including lack of adequate government funding, and adding to the dependence of local citizens on... 

    Meteorological Drought Forecasting Using Conjunctive Model Of Adaptive Neuro Fuzzy Inference System And Wavelet Transforms (Case Study: Urmia Lake Watershed

    , M.Sc. Thesis Sharif University of Technology Soleimani, Arash (Author) ; Abrishamchi, Ahmad (Supervisor)
    Abstract
    Drought is a common phenomena which has a lot of unwanted conse-quences on human being life and environment. Drought forecasting plays a significant role in water resources and environmental systems. Considering IRAN inappropriate location which is on the arid and semi-arid area of the earth and Widespread damages which are related to drought during recent years in iran; importance of developing an accurate model by using new technologies becomes quite inevitable. In the last decay Neural Networks have appeared very useful in non-Stationary and non-linear time Series forecasting and modeling.
    This study is about to use conjunctive model of adaptive neuro fuzzy inference system and... 

    Automated Negotiation in Electronic Commerce

    , M.Sc. Thesis Sharif University of Technology Mehri, Hamideh (Author) ; Ramezanian, Rasoul (Supervisor)
    Abstract
    Extensive growth of the internet has had a profound effect on the business environment and rise to a phenomenon known as electronic commerce.electronic commerce has an important role in improvement of organization performance and likewise,has influence in everyday life.despite its name,e commerce is not fully automated.typically,online transactions require a significant level of human intervention.to achieve high degree of automation,we need a new model of software.this model is based upon the notion of agents.agents can act in different stages of e-commerce.one of the most important of these stages is negotiation.negotiation capabilities are essential for e-commerce systems.the agents... 

    Enforcing Access Control Policies over Data Stored on Untrusted Server

    , M.Sc. Thesis Sharif University of Technology Soltani, Naeimeh (Author) ; Jalili, Rasoul (Supervisor)
    Abstract
    Recently many organizations outsource their data to an external server due to easier data maintenance. One of the security issues in data outsourcing scenario is the enforcement of data owner’s access control policies. This includes some challenges; namely, the number of keys needed to access authorized resources, efficient policy updating, write access control enforcement, user and data owner overhead, and preserving confidentiality of data and policies . Most of the existing proposed solutions address only some of these challenges, while they impose high overhead on both the data owner and users. Moreover, most of them address enfrocement of policies in form of access control matrix and... 

    Malicious Network Flow Detection based on Behavioral Characteristics of Users

    , M.Sc. Thesis Sharif University of Technology Zargar, Abolfazl (Author) ; Jalili, Rasoul (Supervisor)
    Abstract
    Insider threat is a significant security risk for organizations and hard to detect. Most of introduced detection methods need contextual data entries about users, or preprocessed user activity logs to detect insider threats while it is costly and time-consuming. In this thesis, we introduce a behavior analysis method that learns its context and detects multiple types of insider threats from raw logs and network traffic in real-time. This method, named XABA, learns user roles and exclusive behaviors, through analyzing raw logs related to each network session of the user. Then it checks for some abnormal patterns, and if so, triggers the appropriate alert. XABA is implemented on the big-stream... 

    Preserving Data Utility in Applying Differential Privacy on Correlated Data

    , M.Sc. Thesis Sharif University of Technology Mohammadi, Ahmad (Author) ; Jalili, Rasoul (Supervisor)
    Abstract
    Differential privacy provides a powerful definition for protecting data privacy by adding noise. Differential privacy mechanisms add noise to the responses of queries made to a database. Differential privacy challenges the learning of useful information from a dataset without leaking any information about the individuals present in that dataset. However, studies have shown that these mechanisms make assumptions about the data that, if not met, can lead to privacy leaks. One of these assumptions is the lack of correlation between data. If an attacker is aware of the correlation between data, common mechanisms cannot guarantee differential privacy.This thesis proposes a solution for adding... 

    Protecting Deep Neural Networks Against Black-box Adversarial Attacks

    , M.Sc. Thesis Sharif University of Technology Farshadfar, Elahe (Author) ; Jalili, Rasoul (Supervisor)
    Abstract
    Recent advances in Machine Learning and specially Deep Learning, have caused a dramatic increase in the use of these algorithms in different applications, such as sickness diagnosis, anomaly detection, malware detection, and etc. Since training deep neural networks requires a high cost in terms of both gathering loads of labeled data and computing and human resources, deep learning models are a part of an organization’s intellectual property and so, the importance of securing these models is increasing. One of the most important types of attacks that compromises the security of deep neural networks is black-box adversarial example attack. In adversarial example attacks, the adversary... 

    Establishment of ISO/TS 16949:2002 Standard and Combining with Sapco 86 and AR/8601 Saipa Sazeh Gostar Requirements in Auto Parts Manufacturing Company

    , M.Sc. Thesis Sharif University of Technology Alavi, Zahra (Author) ; Hajji, Rasoul (Supervisor)
    Abstract
    The quality is the last word of customer satisfaction concept. The structure and the main goal of many of large and small companies have been formed with systems aggregate related to process and product quality. Whereas quality is not achieved only under the protection of inspecting and controlling, then the quality management standards have been designed and produced to control all the activities and organization effective processes. Quality management standards in auto industries have been developed with increasing of customer desire and their severity simultaneously. Which the set of some standards such as ISO 9000, QS 9000, VDA, … and the most ISO TS 16949 requirements have been used....