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    Portfolio Recommendation Based on a Hybrid Approach Employing Machine Learning Techniques

    , M.Sc. Thesis Sharif University of Technology Saraee, Arash (Author) ; Mostafavi, Mostafa (Supervisor)
    Abstract
    With the expansion of the use of information technology and public access to financial markets, the number of players in this field has increased and as a result, the nonlinear behavior of the market has become more complex than before. Due to this issue, investors need specific strategies to identify suitable assets for investment and also to determine the time of entry and exit to the stock market in order to make a profitable investment. Therefore, the purpose of this study is to form a stock portfolio as an asset and based on an integrated approach of fundamental and technical analysis using machine learning techniques. In this research, the stock data of Tehran Stock Exchange and OTC... 

    Periodic solutions for a semi-ratio-dependent predator-prey dynamical system with a class of functional responses on time scales

    , Article Discrete and Continuous Dynamical Systems - Series B ; Volume 9, Issue 2 , 2008 , Pages 267-279 ; 15313492 (ISSN) Mostafa, F ; Hesaaraki, M ; Sharif University of Technology
    2008
    Abstract
    In this paper we explore the existence of periodic solutions of a nonautonomous semi-ratio-dependent predator-prey dynamical system with functional responses on time scales. To illustrate the utility of this work, we should mention that, in our results this system with a large class of monotone functional responses, always has at least one periodic solution. For instance, this system with some celebrated functional responses such as Holling type-II (or Michaelis-Menten), Holling type-III, Ivlev, mx (Holling type I), sigmoidal [e.g., Real and mx2/((A + x)(B +x))] and some other monotone functions, has always at least one ω-periodic solution. Besides, for some well-known functional responses... 

    Agency, Intentionality, and Subjectivity in “Everyday Wired-Herat” Cyborgs

    , M.Sc. Thesis Sharif University of Technology Rambod, Ramin (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    The role of Technological Human Body is mainly overlooked in the Philosophy of Technology. However as result of diverse bodily technologies (somatechnologies) which are emergent everyday, for either enhancement, rehabilitation, or even recreational activities, the realtion between bodies and technologies are such entangled that no longer could anybody ignor it. Cyborg is an amalgamation of Human and Machine. The philosophical challenges that such an entity brings forth is immense; Agency, Intentionality, Subjectivity, Power relations, Ethics to mention but a few. In this study we try to investigate such issues through a phenomenological and feminist stance by examining Everyday cyborgs, i.e.... 

    Elaborating Religious Guidelines for Technological Development

    , Ph.D. Dissertation Sharif University of Technology Ravanbakhsh, Rostam (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    Some philosophers and thinkers have made serious criticisms of modern technology, considering it the cause of major problems. These critiques and problems have motivated some philosophers to think of alternatives for technology. Andrew Feenberg, one of the scholars seeking alternatives for technology, argues that the modern technical system is derived from the values of capitalism and serves a select few. As a diagnosis, Feenberg considers the capitalistic values to be the root of modern technological crises and as a prescription, he recommends a “democratic technological design system”. Feenberg has proposed no criteria for evaluating the values that could be incorporated into the... 

    A Method for Performance Evaluation of Project Based on Combining the Concept of Golden Triangle and Decision Making Techniques

    , M.Sc. Thesis Sharif University of Technology Shekari, Mohammad (Author) ; Mostafavi, Mostafa (Supervisor)
    Abstract
    In today’s highly competitive world, the countries with strong economies are able to produce their products at a lower price, better quality and at the right time in the market, therefore, in the performance evaluation of economic of the organizations and project management, several factors are involved; the most important are: time, price, and product quality. In this dissertation, a new method for performance evaluation in the field of project management based on combining the concept of the golden triangle of the project and the techniques available in decision science is presented. At first, three major areas of the golden triangle namely time, cost, and quality are selected for... 

    Towards a New Account of Science and Values

    , M.Sc. Thesis Sharif University of Technology Motesharei, Amir (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    The long-lasting debate on the value-free ideal of science has cooled down in the past two decades. Many philosophers of science now believe that scientific activity, even in the theory-evaluation phase, cannot be done completely free of social and ethical values. Thus in recent years, science and values literature has been more specific and mostly focused on the role of values in different phases of scientific activity. One of the well-noted topics is the epistemic priority thesis, in which its proponents prioritize epistemic considerations in the evaluation of scientific theories, to preserve the objectivity of science. In contrast, several criticisms have been directed at this thesis. We... 

    Understanding Progress in Philosophy from The Perspective of Social Constructionism

    , M.Sc. Thesis Sharif University of Technology Qahary, Abraham (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    Social constructionism and metaphilosophy are two fields that seem incompatible and different from each other. One is the point of view that at least part of the basic truths of human life-world, which gives meaning and foundation of his personality, are things made by humans themselves; At the same time, the other considers himself responsible for discovering the original and absolute truths and draws a line against the relativism and constructivism of the fundamental principles of human society. "Philosophical progress" which is the central content of this article, on the one hand, has taken root in the field of metaphilosophy to understand its philosophical nature, and on the other hand,... 

    Indigenous Approach to Value Conflicts of Technology: Social Networks as a Case Study

    , Ph.D. Dissertation Sharif University of Technology Rahimi, Morteza (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    In this thesis, we will take a more profound study about what technology is and the relationship between technology development and society. We will discuss various theories such as the social construction of technology, the heterogeneous engineerings approach, the system approach, and the co-construction of society and technology. In this way, the relationship between economic and social systems and technological products is explained and based on this, an approach is proposed in relation to the ethical challenges in technology with a focus on social networks. The discussion is about the fact that due to the continuous use of technologies, a challenge may be raised in the technology... 

    Planning and Operation of Energy Storage System for Participation of Renewable Energy Resources in Electric Grid Frequency Control

    , M.Sc. Thesis Sharif University of Technology Bahrami, Kaveh (Author) ; Parniani, Mostafa (Supervisor)
    Abstract
    Sustainable energy supply and preservation of the environment have become the main motivations to integrate more renewable energy sources in electrical networks. However, with an increasing penetration of renewable energy sources in the modern electrical grids, new challenging issues arise regarding the power system planning, operation, control and protection. An important technical issue is the difficulty in achieving the frequency stability of these systems, as the renewables are often operated at the maximum power point, resulting in less generation units that provide reserve power. Moreover, the rotational inertia of the system is reduced due to the decoupling of the renewable energy... 

    Indigenous Approach to Value Conflicts of Technology: Social Networks as a Case Study

    , M.Sc. Thesis Sharif University of Technology Rahimi, Morteza (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    In this thesis, we will take a more profound study about what technology is and the relationship between technology development and society. We will discuss various theories such as the social construction of technology, the heterogeneous engineerings approach, the system approach, and the co-construction of society and technology. In this way, the relationship between economic and social systems and technological products is explained and based on this, an approach is proposed in relation to the ethical challenges in technology with a focus on social networks. The discussion is about the fact that due to the continuous use of technologies, a challenge may be raised in the technology... 

    A Study of Approaches that Explain Scientific Progress

    , M.Sc. Thesis Sharif University of Technology Mazdapour, Siavash (Author) ; Taqavi, Mostafa (Supervisor)
    Abstract
    What is meant by the scientific progress and how can it be explained? In response to this question, four distinct approaches—epistemic, semantic, problem-solving, and Noetic—have been presented. Each of these approaches defines the goal of science in a specific way: the epistemic approach considers the accumulation of scientific knowledge as the goal; the semantic approach views the goal as nearness to truth; the problem-solving approach sees the goal as solving more problems; and the Noetic approach sets the goal as increasing understanding. In this study, each approach is critically examined, and two central claims are made. The first claim asserts that to explain the scientific progress,... 

    Efficient and practical protocol for silylation of hydroxyl groups using reusable lithium perchlorate dispread in silica gel under neutral condition [electronic resource]

    , Article Journal of Organometallic Chemistry ; 2006, Volume 691, Issue 5, Pages 817–820 Azizi, N. (Najmodin) ; Yousefi, R ; Saidi, M. R ; Sharif University of Technology
    Abstract
    A very efficient and mild procedure for the trimethylsilylation of a wide variety of alcohols, including primary, allylic, benzylic, secondary, hindered secondary, tertiary, and phenols with hexamethyldisilazane on the surface of silica gel dispersed with LiClO4 in room temperature at few minutes in excellent yields under neutral conditions is reported. This procedure also allows the excellent selectivity under LP-SiO2 system for silylation of alcohols in the presence of amine and phenolic hydroxy groups  

    Analyses of Effect of Bank Branching on Deposit Market Share and Market Size in Iran Banking Industry

    , M.Sc. Thesis Sharif University of Technology Yousefi, Fateme (Author) ; Fatemi, Farshad (Supervisor)
    Abstract
    This thesis aim to the study of the effect of bank’s branching decisions on deposit market. Using panel data banks from Iran, we study effect of branching on market share and market size. In theoretical part, we assume that banks maximize discounted flow of the profits. We also assume that the banks take into account the reaction from rival banks in setting number of branches. Banks are assumed to expect the rival banks react by a lag of one period. In empirical part, in order to distinguish between aggregate market size effect and market share effect, we rewrite quantity of deposit in banks as the product of aggregate deposit and market share. We specify deposit market share function with... 

    Statistical analysis for enzymatic decolorization of acid orange 7 by Coprinus cinereus peroxidase

    , Article International Biodeterioration and Biodegradation ; Volume 64, Issue 3 , 2010 , Pages 245-252 ; 09648305 (ISSN) Yousefi, V ; Kariminia, H. R ; Sharif University of Technology
    2010
    Abstract
    Enzymatic decolorization of the monoazo dye, acid orange 7 (AO7) by the fungal peroxidase from Coprinus cinereus NBRC 30628 is a complex system, which is greatly affected by temperature, pH, enzyme activity and the concentrations of H2O2 and dye concentration. The study of these factors and investigating the combined interactions between them by applying one-factor-at-a-time (OFAT) method and two other statistical methods including 2-factorial method and response surface methodology (RSM) were aimed in this work. Through OFAT analysis the optimized conditions were a temperature of 25 °C, pH 9.0 with H2O2 concentration of about 3.9 mM and AO7 concentration of 40 mg/l. A complete... 

    Correlation and prediction of small to large sized pharmaceuticals solubility, and crystallization in binary and ternary mixed solvents using the UNIQUAC-SAC model

    , Article Fluid Phase Equilibria ; Volume 519 , 2020 Yousefi Seyf, J ; Asgari, M ; Sharif University of Technology
    Elsevier B.V  2020
    Abstract
    The recently reported UNIversal QUAsiChemical Segment Activity coefficient (UNIQUAC-SAC) model [developed by Haghtalab and Yousefi Seyf Ind. Eng. Chem. Res. 2015, 54, 8611] provides a practical thermodynamic framework to be used in VLE, LLE, and SLE calculations. The UNIQUAC-SAC model has the advantage of being independent of area (q) and volume (r) structural parameters used in the combinatorial part. While the UNIFAC or UNIFAC-DMD could not apply to the 47% (44 of 94) of the studied molecules because of the undefined groups. Here, the numbers of solvents with identified segment numbers were extended from 82 to 130 with a slight refinement to the previous values. The model parameters... 

    Rank minimization using sums of squares of nonnegative matrices

    , Article 45th IEEE Conference on Decision and Control 2006, CDC, San Diego, CA, 13 December 2006 through 15 December 2006 ; 2006 , Pages 1492-1497 ; 01912216 (ISSN); 1424401712 (ISBN); 9781424401710 (ISBN) Sadati, N ; Isvand Yousefi, M ; Sharif University of Technology
    Institute of Electrical and Electronics Engineers Inc  2006
    Abstract
    Recently, moment dual approach of sums of squares relaxations developed for polynomial optimization problems was successfully extended to optimization problems with polynomial matrix inequality constraints. In this paper, we first derive an efficient polynomial formulization for matrix rank minimization problem which does not add any slack variable or additional equality or inequality constraint. Using the aforementioned theory, then we propose a hierarchy of convex LMI relaxations to provide a sequence of increasingly tight lower bounds on the global minimum rank of an arbitrary matrix under linear and polynomial matrix inequality constraints. Surprisingly enough, these lower bounds are... 

    Parametrization of PC-SAFT EoS for solvents reviewed for use in pharmaceutical process design: VLE, LLE, VLLE, and SLE Study

    , Article Industrial and Engineering Chemistry Research ; Volume 61, Issue 23 , 2022 , Pages 8252-8268 ; 08885885 (ISSN) Yousefi Seyf, J ; Asgari, M ; Sharif University of Technology
    American Chemical Society  2022
    Abstract
    The perturbed chain-statistical associating fluid theory equation of state (PC-SAFT EoS) is one of the state-of-the-art thermodynamic models used in the phase equilibrium calculation of associating mixtures, in particular, in the pharmaceutical industry. Accordingly, parametrization of the PC-SAFT EoS for approved solvents reviewed for use in pharmaceutical process design by the International Conference on Harmonization of Technical Requirements for Registration of Pharmaceuticals for Human Use (ICH) was done in the present study. First, the PeC-SAFT EoS model parameters for 41 pure solvents were regressed (of 62 solvents). The available high-quality binary vapor-liquid equilibrium (VLE)... 

    Modeling and control of ionic polymer-metal composite structures

    , Article 13th International Congress on Sound and Vibration 2006, ICSV 2006, Vienna, 2 July 2006 through 6 July 2006 ; Volume 1 , 2006 , Pages 677-681 ; 9781627481502 (ISBN) Yousefi Koma, A ; Fazeli, R ; Sharif University of Technology
    2006
    Abstract
    Robotic devices are traditionally actuated by hydraulic systems or electric motors. However, in compact robotic systems, new actuator technologies are required. Ionic Polymer-Metal Composites (IPMCs) are attractive electroactivc polymer actuators because of their characteristics of large electrically induced bending, mechanical flexibility, low excitation voltage, low density, and ease of fabrication. A dynamic analytical model of IPMC is developed in this study. An RC model is employed based on time response results of a typical silver deposited IPMC. Results show that the electrical model is a suitable presentation of IPMC actuators. The model is tested with two experimental data of IPMC... 

    Characterization of Ss316l Powder Produced by Flame Spraying Method for Additive Manufacturing by Selective Laser Melting by Changing Machine Parameters

    , M.Sc. Thesis Sharif University of Technology Yousefi, Dorsa (Author) ; Sadrnezhaad, Khatiboleslam (Supervisor)
    Abstract
    Selective Laser Melting (SLM) process is a powder-based metal Additive Manufacturing (AM) technique. This developing industry has many advantages like generation of geometrically complex shapes with high density. High Cost, production and characterization of powders, limited material choices and process parameters optimization are some of the challenges associated with SLM. Stainless steel 316L due to its unique properties, like corrosion resistance, high strength, biocompatibility, availability and cost is indeed a commonly used material in SLM. In this research, the characterization of the powder produced by the flame spraying device, which is a new method, was discussed. Wire with 3mm... 

    Deep Compositional Captioner

    , M.Sc. Thesis Sharif University of Technology Jahangiri, Saman (Author) ; Esfahani Zadeh, Mostafa (Supervisor) ; Kamali Tabrizi, Mostafa (Co-Supervisor) ; Moghadasi, Jamshid (Co-Supervisor)
    Abstract
    One of the most important applications of artificial intelligence, and especially deep learning is image captioning. Given an image, the task is to automatically produce a sentence, describing the image. Image captioning has several real world applications like helping the blind understanding the images, generating automatic captions for the social media, etc. In the past, several different methods for image captioning have been used, but after the emergence of deep learning, like many other areas, image captioning algorithms have been improved significantly. In this thesis, I talk about a specific method for image captioning, called ”Deep Compositional Captioning. In this method, at first...