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    Utilizing Latent Topic Models for Persian Document Classification and Providing Appropriate Solutions to Improve It

    , M.Sc. Thesis Sharif University of Technology Khaki Ardekani, Basira (Author) ; Bahrani, Mohammad (Supervisor) ; Vazirnezhad, Bahram (Co-Advisor)
    Abstract
    Text classification accompanied by high precision has become a challenging issue in computational linguistics and natural language processing science. Proper data set accessibility, utilizing the best method and prominent linguistics features has been always regarded as the basic concern of this process. The following study relying on Bijan Khan Corpus is tried to represent keywords vectors of different documents using tf_idf. These vectors are regarded as an input for latent topic models algorithms including probabilistic latent semantic analysis. The output of this algorithm will be the documents feature vectors which will be later used in order to train different classifiers like K... 

    Determination of austenite grain coarsening temperature of a Nb-microalloyed steel sheet

    , Article Advanced Materials Research, 21 January 2011 through 23 January 2011 ; Volume 213 , January , 2011 , Pages 600-603 ; 10226680 (ISSN) ; 9783037850619 (ISBN) Khaki, D. M ; Otaaghvar, V. A ; Khaki, M. M ; Sharif University of Technology
    2011
    Abstract
    Thermomechnical processing and controlled rolling of microalloyed steel sheets are affected by several factors according to the final properties of product. To create the high mechanical properties, a uniform and fine-grain structure is necessary in hot rolled final products. To produce such microstructures, every stage of the thermomechanical processing of the steel rolling has to be carefully controlled. Hence, first step is grain coarsening control that it usually occurs during reheating for slab. For this purpose, seven different reheating temperatures between 1000 to 1300 °C with 50 °C increments were chosen in this investigation for soaking treatment. By soaking the specimens in... 

    Nonlinear Analysis of 3D Irregular concrete Structures by Endurance Time Method

    , M.Sc. Thesis Sharif University of Technology Khaki, Ali (Author) ; Esmaeil Pourestekanchi, Homayun (Supervisor)
    Abstract
    The structure performances during past earthquakes indicate the importance of predicting behaviors of irregular structures under earthquakes. If the irregularity exceeds an expected limit, a seismic analysis should be carried out by a dynamic analysis method. The Endurance Time (ET) is a time-history method, base on dynamic analysis for seismic analyzing and designing the structures, in which structures are subjected to intensifying accelerogram functions and their Endurance Time is measured. One of the most applicable methods for RCF analysis is the Concentrated Hinge Model which is used in this research too. The needed parameters for modeling plasticity in concentrated hinge are achieved... 

    Design and Fabrication of Advanced Electrode Materials Based on Metal-organic Frameworks and Double Layered Hydroxides Using Hollow Copper Hydroxide Nanotubes Scaffold; Application to Nonenzymatic Glucose Sensor

    , M.Sc. Thesis Sharif University of Technology Khaki Sanati, Elnaz (Author) ; Shahrokhian, Saeed (Supervisor)
    Abstract
    One of the remarkable subject in advanced electrochemistry is, design and architecting new advanced materials with new electrochemical capabilities. One of the notable capabilities is electrocatalysis. Extensive researches are carrying out into the design and preparation of electrocatalyst materials to take advantage of these materials in fabrication of electrochemical sensors and storage/conversion devices. In this field nonoporous materials attracted a lot of attentions due to their unique features. In order to make use of the nanoporous materials as the electrocatalysts, these materials must be fabricated into continuous supported thin films on the electrode surface, which is the... 

    Effect of controlled hot rolling parameters on microstructure of a nb-microalloyed steel sheet

    , Article AIP Conference Proceedings, 24 October 2010 through 27 October 2010, Paris ; Volume 1315 , 2010 , Pages 69-74 ; 0094243X (ISSN) ; 9780735408715 (ISBN) Mirahmadi Khaki, D ; Abedi, A ; Oxford; Transvalor ; Sharif University of Technology
    2010
    Abstract
    The design of controlled rolling process of microalloyed steel sheets is affected by several factors. In this investigation, effect of the reheating, finishing and coiling temperatures of rolling, which are considered as the most effective parameters on microstructure of hot rolled products has been studied. For this purpose, seven different reheating temperatures between 1000 to 1300°C with 50°C increments, three different finishing temperatures of 950, 900 and 850°C below the non-recrystallization temperature and one temperature of 800°C in the inter critical range and four different coiling temperatures of 550, 600, 650 and 700°C were chosen. By soaking the specimens in furnace, the grain... 

    Effect of finishing temperature on mechanical properties of a Nb-microalloyed steel sheet

    , Article Advanced Materials Research, 17 September 2010 through 19 September 2010 ; Volume 129-131 , 2010 , Pages 1022-1028 ; 10226680 (ISSN) ; 9780878492435 (ISBN) Mirahmadi Khaki, D ; Akbarzadeh, A ; Abedi, A ; Sharif University of Technology
    2010
    Abstract
    Thermo mechanical processing and controlled rolling of microalloyed steel sheets are affected by several factors. In this investigation, finishing temperature of rolling which is considered as the most effective parameters on the final mechanical properties of hot rolled products has been studied. For this purpose, three different finishing temperatures of 950, 900 and 850 °C below the non-recrystallization temperature and one temperature of 800 °C in the intercritical range were chosen. It is observed that decreasing the finishing temperature causes increase of strength and decrease of total elongation. This is accompanied by more grain refinement of microstructure and the morphology was... 

    Parallel importation and price competition in a duopoly supply chain

    , Article International Journal of Production Research ; Volume 53, Issue 10 , 2015 , Pages 3104-3119 ; 00207543 (ISSN) Shavandi, H ; Valizadeh Khaki, S ; Khedmati, M ; Sharif University of Technology
    Taylor and Francis Ltd  2015
    Abstract
    Nowadays, diversion of products distribution from authorised channels to the gray markets is one of the main challenges of manufacturers. Suppose an international supplier distributes the products in several countries with different prices. In parallel importation, there are unauthorised distributers who supply products with a lower price and import them to a higher price market. The problem of parallel importation considering a manufacturer and a competitor is analysed using the game theory approach in this article. We investigate the pricing strategy for manufacturers and the effect of unauthorised distributer on price, market share and profit. We also investigate the performance of... 

    Supply Chain Planning Considering Gray Markets

    , M.Sc. Thesis Sharif University of Technology Valizadeh khaki, Siavash (Author) ; Shavandi, Hassan (Supervisor)
    Abstract
    Nowadays diversion of products from authorized distribution channels to the gray markets has been considered by manufacturers. There many cases that the products of main industries are supplied through gray markets. Gray markets are divided into two categories. The first category is parallel imports where an unauthorized distributor or a third party imports the products from a low price market into a market with high price. In most researches of parallel importation it is assumed that a monopoly manufacturer distributes its products in both two markets. In the second category of parallel importation researches, it is assumed that the manufacturer distributes the products in a certain market... 

    Comparison of numerical formulations for Two-phase flow in porous media

    , Article Geotechnical and Geological Engineering ; Volume 28, Issue 4 , 2010 , Pages 373-389 ; 09603182 (ISSN) Ataie Ashtiani, B ; Raeesi Ardekani, D ; Sharif University of Technology
    2010
    Abstract
    Numerical approximation based on different forms of the governing partial differential equation can lead to significantly different results for two-phase flow in porous media. Selecting the proper primary variables is a critical step in efficiently modeling the highly nonlinear problem of multiphase subsurface flow. A comparison of various forms of numerical approximations for two-phase flow equations is performed in this work. Three forms of equations including the pressure-based, mixed pressure-saturation and modified pressure-saturation are examined. Each of these three highly nonlinear formulations is approximated using finite difference method and is linearized using both Picard and... 

    Model-driven Approach for Developing Adaptive Web Systems

    , M.Sc. Thesis Sharif University of Technology Fadavi Ardekani, Mona (Author) ; Ramsin, Raman (Supervisor)
    Abstract
    Due to the expansion of web applications, they have been gradually enhanced as to their usage of information and services. As a result, web users are faced with growing complexity, which has raised concerns not only on the quality and validity of information, but also on how the information is presented. This has resulted in the advent of a new branch of web systems called adaptive web systems, which focus on the adaptation of content, presentation and navigation based on the properties of the runtime environment and the preferences of the users. Generally, the concept of adaptivity can be appeared in the fields of non-functional services and requirements. Although this research is only... 

    A fast two-level Speaker Identification method employing sparse representation and GMM-based methods

    , Article 2012 11th International Conference on Information Science, Signal Processing and their Applications, ISSPA 2012 ; 2012 , Pages 45-48 ; 9781467303828 (ISBN) Zeinali, H ; Sameti, H ; Khaki, H ; Babaali, B ; Sharif University of Technology
    2012
    Abstract
    In large population Speaker Identification (SI), computation time has become one of the most important issues in recent real time systems. Test computation time depends on the cost of likelihood computation between test features and registered speaker models. For real time application of speaker identification, system must identify an unknown speaker quickly. Hence the conventional SI methods cannot be used. In this paper, we propose a two-step method that utilizes two different identification methods. In the first step we use Nearest Neighbor method to decrease the search space. In the second step we use GMM-based SI methods to specify the target speaker. We achieved 3.5× speed-ups without... 

    Estimation and stochastic control of nonlinear dynamic systems over the AWGN channel: application in tele-presence and tele-operation of autonomous vehicles

    , Article IET Control Theory and Applications ; Volume 17, Issue 16 , 2023 , Pages 2111-2123 ; 17518644 (ISSN) Dolatkhah Takloo, S ; Farhadi, A ; Khaki Sedigh, A ; Sharif University of Technology
    John Wiley and Sons Inc  2023
    Abstract
    This paper is concerned with tele-presence and tele-operation of autonomous vehicles over the Additive White Gaussian Noise (AWGN) channel. This wireless communication channel is subject to transmission noise and transmission power constraint. An encoder, decoder and controller are proposed by implementing a novel linearization method for linearizing the nonlinear dynamic systems at operating points. For the linearized systems, the encoder, decoder and controller are implemented that were previously proposed for output tracking as well as stability of linear dynamic systems. Two novel linearization methods are proposed and their satisfactory performances are proved for output tracking as... 

    Breast cancer diagnosis and classification in MR-images using multi-stage classifier

    , Article ICBPE 2006 - 2006 International Conference on Biomedical and Pharmaceutical Engineering, Singapore, 11 December 2006 through 14 December 2006 ; 2006 , Pages 84-87 ; 8190426249 (ISBN); 9788190426244 (ISBN) Ardekani, R. D ; Torabi, M ; Fatemizadeh, E ; Sharif University of Technology
    2006
    Abstract
    in this paper we present an integrated classifier that is used in mammogram MR-image for classification of breast cancers and abnormalities using a Multi-stage classifier, the method developed here first classifies mammograms into normal and abnormal and then for abnormal cases determines that if the case cancer is benign or malignant and also determine the type of breast cancer. In this paper there are two main topics that must be considered. First one is selection of good features and second is designing a good structure for classifier. In this study, the features are a combination of some features that are extracted from Spatial Grey Level Dependency matrix and some statistical descriptor... 

    Customer Journey Analytics using Process Mining Based on the Markov Model

    , M.Sc. Thesis Sharif University of Technology Torabi Ardekani, Saba (Author) ; Hassan Nayebi, Erfan (Supervisor)
    Abstract
    The analysis of customer journeys has gained significant attention due to the critical role of customer behavior data in enhancing business decision-making and formulating strategies for customer acquisition and retention. By segmenting customers based on their journey patterns, businesses can offer personalized recommendations, thereby improving customer engagement and loyalty. Additionally, predicting the next steps in a customer’s journey based on historical data allows for timely and appropriate interventions at various touchpoints. By understanding where customers are in their journey, businesses can provide targeted recommendations that increase the likelihood of converting potential... 

    Effect of Cu2+ ion on biological performance of nanostructured uorapatite doped with copper

    , Article Scientia Iranica ; Volume 24, Issue 6 , 2017 , Pages 2845-2855 ; 10263098 (ISSN) Nikonam Mofrad, R ; Sadrnezhaad, S. K ; Vahdati Khaki, J ; Sharif University of Technology
    2017
    Abstract
    Nanostructured copper-doped uorapatite (Cux.Ca(10X).(PO4)6.F2) having crystallite sizes of 19, 29, and 34 nm at x = 0:9, 0.4, and 0.0, respectively, was synthesized by planetary ball milling of CaO, P2O5, CaF2, and CuO powders. Specifications of the products were determined by Fourier-transform infrared spectroscopy, eld emission scanning electron microscopy, transmission electron microscopy, and X-ray di raction analyses. In-vitro studies and Mossman's Tetrazole Test (MTT) assays were also conducted by incubating Cux.Ca(10X).(PO6).F2 powder into Kokubo's Simulated Body Fluid (SBF) and against BT-20 cell, respectively, to determine bioactivity and biocompatibility of the materials.... 

    As, Sb, and Fe removal from industrial copper electrolyte by solvent displacement crystallisation technique

    , Article Canadian Metallurgical Quarterly ; 2018 ; 00084433 (ISSN) Shabani, A ; Hoseinpur, A ; Yoozbashizadeh, H ; Vahdati Khaki, J ; Sharif University of Technology
    Taylor and Francis Ltd  2018
    Abstract
    The presence of impurities in the copper electrolyte increases the energy consumption of an electrorefining process and contaminates the deposited copper on cathode. The concentration of impurities increases over time making it necessary to remove them from the solution. This research introduces a fast, effective, and simple method to refine the industrial electrolyte from arsenic, iron and antimony by solvent displacement crystallisation technique. In this method, when alcohol is added to the electrolyte, the impurities precipitate from the solution as amorphous arsenato antimonite phase. Results show that Fe, Sb, and As are removed from the copper electrolyte by 75.2, 96.9 and 99.8%,... 

    Mechanism of nanostructured fluorapatite formation from CaO, CaF2 and P2O5 precursors by mechanochemical synthesis

    , Article Progress in Reaction Kinetics and Mechanism ; Volume 43, Issue 3-4 , 2018 , Pages 201-210 ; 14686783 (ISSN) Nikonam Mofrad,, R ; Sadrnezhaad, S. K ; Vahdati Khaki, J ; Sharif University of Technology
    Science Reviews 2000 Ltd  2018
    Abstract
    We determined the mechanism of mechanochemical synthesis of fluorapatite from CaO, CaF2 and P2O5 by characterisation of the intermediate compounds. We used atomic absorption spectroscopy, X-ray diffraction, field emission scanning electron microscopy, FTIR spectroscopy and transmission electron microscopy to find the transitional compounds. Investigation of the binary and ternary powder mixtures revealed the appearance of H3PO4, Ca(OH)2, Ca2P2O7 and CaCO3 as the intermediate compounds. At early stages of the milling, conversions of P2O5 to H3PO4 and CaO to Ca(OH)2 occurred in the wet atmosphere. Later, a combination of Ca(OH)2 and H3PO4 formed Ca2P2O7 while the unreacted CaO was converted to... 

    As, Sb, and Fe removal from industrial copper electrolyte by solvent displacement crystallisation technique

    , Article Canadian Metallurgical Quarterly ; Volume 58, Issue 3 , 2019 , Pages 253-261 ; 00084433 (ISSN) Shabani, A ; Hoseinpur, A ; Yoozbashizadeh, H ; Vahdati Khaki, J ; Sharif University of Technology
    Taylor and Francis Ltd  2019
    Abstract
    The presence of impurities in the copper electrolyte increases the energy consumption of an electrorefining process and contaminates the deposited copper on cathode. The concentration of impurities increases over time making it necessary to remove them from the solution. This research introduces a fast, effective, and simple method to refine the industrial electrolyte from arsenic, iron and antimony by solvent displacement crystallisation technique. In this method, when alcohol is added to the electrolyte, the impurities precipitate from the solution as amorphous arsenato antimonite phase. Results show that Fe, Sb, and As are removed from the copper electrolyte by 75.2, 96.9 and 99.8%,... 

    Speaker Recognition based on Telephone Speech

    , M.Sc. Thesis Sharif University of Technology Khaki, Hossein (Author) ; Ghaemmaghami, Shahrokh (Supervisor) ; Demiroğlu, Cenk (Supervisor)
    Abstract
    The speech signal renders different level of information from phoneme to identity even emotional information. By this specific information one can recognize the identity. In this thesis, multi-session speaker authentication with minimal speech data is addressed. Incomplete data and variable channel are the two most important problems that affect accuracy of speaker authentication systems. The goal of this project is to compensate the effects of channel and improve the error rate of the system in incomplete data conditions. First, the recent method on base of identity vectors is studied. For this issue the Mel Frequency Cepestrum Coefficient extracted and modeled with Gaussian Mixture Models... 

    Determination of Forming Limit Diagram with Existence of Normal Stress and Investigation on the Methods of Calibration in this Diagram

    , M.Sc. Thesis Sharif University of Technology Khakpour Nejad Khaki, Hamid (Author) ; Assempour, Ahmad (Supervisor)
    Abstract
    Theoretical studies in the analysis of sheet metal failures are referred to obtain the Forming Limit Diagrams (FLDs). Since extracting the Forming Limit Diagrams experimentally is cost and time consuming, many researches have been accomplished for obtaining these diagrams theoretically. However, in many of these researches, the assumption of plane stress state has been used to obtain the FLD, which is not correct in some processes such as hydroforming because of high level of normal stress. In this study, determination of the forming limit diagram with existence of the normal stress is based on the Marciniak and Kuczynski model. Newton-Raphson method has been used to find the set of...