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  • 1.
    Argatov, Ivan
    et al.
    Malmö University, Faculty of Technology and Society (TS), Department of Materials Science and Applied Mathematics (MTM). Malmö University, Biofilms Research Center for Biointerfaces. Institut für Mechanik Technische Universität Berlin, Berlin 10623 Germany.
    Jin, Xiaoqing
    College of Aerospace Engineering, Chongqing University, Chongqing, 400030, China.
    Gravitational settling of a cell on a high-aspect-ratio nanostructured substrate: An asymptotic modeling approach2022In: Applied Mathematical Modelling, ISSN 0307-904X, E-ISSN 1872-8480, Vol. 108, p. 294-307Article in journal (Refereed)
    Abstract [en]

    The problem of contact deformation of an elastic body loaded by gravitational forces and laying on several small rigid supports is considered in the framework of the linear theory of elasticity. Using the method of matched asymptotic expansions, the limit asymptotic model for determining the support reactions and the kinematic parameters of the body settling is derived. The effect of the body surface reinforcement is discussed. The case of a uniform (symmetric) settling is considered in detail.

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  • 2.
    Ashouri, Majid
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT). Malmö University, Internet of Things and People (IOTAP).
    Towards Supporting IoT System Designers in Edge Computing Deployment Decisions2021Licentiate thesis, comprehensive summary (Other academic)
    Abstract [en]

    The rapidly evolving Internet of Things (IoT) systems demands addressing new requirements. This particularly needs efficient deployment of IoT systems to meet the quality requirements such as latency, energy consumption, privacy, and bandwidth utilization. The increasing availability of computational resources close to the edge has prompted the idea of using these for distributed computing and storage, known as edge computing. Edge computing may help and complement cloud computing to facilitate deployment of IoT systems and improve their quality. However, deciding where to deploy the various application components is not a straightforward task, and IoT system designer should be supported for the decision.

    To support the designers, in this thesis we focused on the system qualities, and aimed for three main contributions. First, by reviewing the literature, we identified the relevant and most used qualities and metrics. Moreover, to analyse how computer simulation can be used as a supporting tool, we investigated the edge computing simulators, and in particular the metrics they provide for modeling and analyzing IoT systems in edge computing. Finally, we introduced a method to represent how multiple qualities can be considered in the decision. In particular, we considered distributing Deep Neural Network layers as a use case and raked the deployment options by measuring the relevant metrics via simulation.

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  • 3.
    Chang, Jianghao
    et al.
    Hebei GEO Univ, Sch Explorat Technol & Engn, Shijiazhuang 050031, Hebei, Peoples R China..
    Su, Benyu
    China Univ Min & Technol, Sch Resources & Geosci, Xuzhou 221116, Jiangsu, Peoples R China..
    Malekian, Reza
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Xing, Xiuju
    Xian Res Inst Co Ltd, China Coal Technol & Engn Grp Corp, Xian 710077, Shaanxi, Peoples R China..
    Detection of Water-Filled Mining Goaf Using Mining Transient Electromagnetic Method2020In: IEEE Transactions on Industrial Informatics, ISSN 1551-3203, E-ISSN 1941-0050, Vol. 16, no 5, p. 2977-2984Article in journal (Refereed)
    Abstract [en]

    Water-filled mining goaves are extremely prone to water inrush accidents in coal mines, and the transient electromagnetic method (TEM) is a good geophysical method for detecting water-rich areas. Considering that conventional TEM was mainly carried out on the ground, to increase the detection resolution, the underground TEM was used to detect the water-filled goaves in this study. Based on the whole-space model, the data-processing method of the underground TEM was studied. The whole-space geoelectric model was established based on actual coal-measure strata data, and the whole-space TEM response of the water-filled goaves was modeled using the finite-difference time-domain method. The results showed that the low-resistance areas of the apparent resistivity contours can accurately reflect the water abundance of the mining goaves. The underground TEM was used to detect the water abundance of the mining goaf in a mine environment and its detection results were consistent with the actual results.

  • 4.
    Dahlgren, Linnea
    et al.
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Nejsum, Gavin
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Digital Applications for Laboratory Sessions in Electronics Courses2021Independent thesis Basic level (degree of Bachelor), 10 credits / 15 HE creditsStudent thesis
    Abstract [en]

    In 2020 the need to have electronics laboratory sessions digitally arose because of the COVID-19 pandemic. Even though it was a pandemic the new engineering students came to the university to perform their laboratory sessions. As a result, it was realized that there was a lack of knowledge in selecting a suitable application for the laboratory sessions. This thesis aims to research what applications that are available and suitable for digital electronics laboratory sessions. There are two main types of digital programs, simulators and remote laboratories. Although, in this thesis, only simulators were tested. A comparative study was done using a mixed-method containing an interview, a literature study, a specification review, and a case study. The interview was conducted with the two lecturers of the course DA215A. The case study resulted in qualitative data from six applications where five of them were deemed suitable for a simple laboratory session, and one was fitting for more advanced sessions. All the programs have different advantages meaning that when choosing an application that is to be used in a course, knowing its purpose is vital. 

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  • 5. de Hoop, Maarten, V
    et al.
    Iantchenko, Alexei
    Malmö University, Faculty of Technology and Society (TS), Department of Materials Science and Applied Mathematics (MTM).
    van der Hilst, Robert D.
    Zhai, Jian
    Semiclassical inverse spectral problem for seismic surface waves in isotropic media: part I. Love waves2020In: Inverse Problems, ISSN 0266-5611, E-ISSN 1361-6420, Vol. 36, no 7, article id 075015Article in journal (Refereed)
    Abstract [en]

    We analyze the inverse spectral problem on the half line associated with elastic surface waves. Here, we focus on Love waves. Under certain generic conditions, we establish uniqueness and present a reconstruction scheme for theS-wavespeed with multiple wells from the semiclassical spectrum of these waves.

  • 6. de Hoop, Maarten, V
    et al.
    Iantchenko, Alexei
    Malmö University, Faculty of Technology and Society (TS), Department of Materials Science and Applied Mathematics (MTM). Malmö University, Biofilms Research Center for Biointerfaces.
    van der Hilst, Robert D.
    Zhai, Jian
    Semiclassical inverse spectral problem for seismic surface waves in isotropic media: part II. Rayleigh waves2020In: Inverse Problems, ISSN 0266-5611, E-ISSN 1361-6420, Vol. 36, no 7, article id 075016Article in journal (Refereed)
    Abstract [en]

    We analyze the inverse spectral problem on the half line associated with elastic surface waves. Here, we extend the treatment of Love waves [5] to Rayleigh waves. Under certain conditions, and assuming that the Poisson ratio is constant, we establish uniqueness and present a reconstruction scheme for the S-wave speed with multiple wells from the semiclassical spectrum of these waves.

  • 7.
    Dzhusupova, Rimma
    et al.
    McDermott, Dept Elect & Instrumentat Control & Safety Syst, The Hague, Netherlands..
    Banotra, Richa
    McDermott, Dept Instrumentat Control & Safety Syst, The Hague, Netherlands..
    Bosch, Jan
    Chalmers Univ Technol, Dept Comp Sci & Engn, Gothenburg, Sweden..
    Olsson, Helena Holmström
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Pattern Recognition Method for Detecting Engineering Errors on Technical Drawings2022In: 2022 IEEE World AI IoT Congress (AIIoT) / [ed] Paul, R, IEEE , 2022, p. 642-648Conference paper (Refereed)
  • 8. Eliasson, Bo
    et al.
    Nilsson, Bengt J.
    Malmö högskola, School of Technology (TS).
    New Technology for Safe Critical Applications in Real Time2001Conference paper (Other academic)
    Abstract [en]

    Several techniques are available for constraint satisfaction problems. Most of them lack real time capability and distributed computational properties. Configuration of complex systems has today become a competitive edge, e.g. within e-business. The other side of the same coin can be used for diagnosis and simulation of safe critical applications. This paper gives a scientific background and comparison of methods for constraint satisfaction problems implemented in real time environment. Especially, the technique and its features of the array-based logic will be illustrated by three examples. The examples are: 1.Modelling and simulation of system wide protection applications of power systems 2.Modelling, simulation and implementation of safe critical switching in power systems 3.Modelling, simulation and implementation of safe critical systems of automatic train control Array-based logic is a novel technology, which is founded on a geometrical representation of logic in terms of nested data arrays. In this representation, logical inferences are executed on finite domain systems by a few standardised array operations. In computational practice, array-based logic makes it possible to solve large-scale constraint problems with combinations very efficiently. The major advantages of the technology are completeness, compactness, and speed of simulation (real-time capability), all of which derive from intrinsic properties of the underlying geometrical model. A system in array-based logic is considered analogously to electrical networks and is thus described by the constraints of the isolated elements as well as the constraints of the interconnected elements (the system topology). All system constraints are eliminated in accordance with the methods known from electrical network theory and other engineering disciplines rooted in classical physics. The configuration space is represented explicitly in terms of nested data arrays and the system can therefore be simulated in real-time by co-ordinate indexing on these arrays. This data driven approach makes it suitable for parallel processing, which is an important quality for distributed systems.

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  • 9.
    Forsberg, Jonas
    Malmö högskola, School of Technology (TS).
    Elteknik och elektriska installationer – introduktion2008Other (Other (popular science, discussion, etc.))
    Abstract [sv]

    Två föreläsningspresentationer om elteknik och elektriska installationer. Informationen är på grundläggande nivå, riktad till personer utan förkunskaper i ämnet. Ingår i kursen Byggnaden, teknik och funktion, 15 hp, FF112A inom Fastighetsmäklarprogrammet, Malmö högskola. För att förstå hur en besiktning utförs och hur ett hus är uppbyggt behöver man som fastighetsmäklare kunskap bl. a om hur elektriska installationer är utformade. Översikt för den som vill sätta sig in i ämnet.

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  • 10.
    Forsberg, Jonas
    Malmö högskola, School of Technology (TS).
    Ritning på kretskort till inbyggda system: PIC16DevBoard HMT2006Other (Other (popular science, discussion, etc.))
    Abstract [sv]

    Ritning på kretskort för inbyggda system. Kretskortet kan användas i elektronisk apparatur med inbyggt system. Används och testas på kursen DA121T data- och telekom 1-30 högskolepoäng, Malmö högskola. Kursansvarig Jonas Forsberg. Kurssida med instruktioner: www.mah.se/ts/DA121T. Officiell kursplan: www.edu.mah.se/DA121T.

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  • 11.
    Francis, Antony
    et al.
    Indian Inst Informat Technol Kottayam IIITK, Dept Comp Sci & Engn, Kottayam, India..
    Madhusudhanan, Sheema
    Indian Inst Informat Technol Kottayam IIITK, Dept Comp Sci & Engn, Kottayam, India..
    Jose, Arun Cyril
    Indian Inst Informat Technol Kottayam IIITK, Dept Comp Sci & Engn, Kottayam, India..
    Malekian, Reza
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT). Univ Pretoria, Dept Elect Elect & Comp Engn, Pretoria, South Africa..
    An Intelligent IoT-based Home Automation for Optimization of Electricity Use2023In: Przeglad Elektrotechniczny, ISSN 0033-2097, E-ISSN 2449-9544, Vol. 99, no 9, p. 123-127Article in journal (Refereed)
    Abstract [en]

    The world is gearing towards renewable energy sources, due to the numerous negative repercussions of fossil fuels. There is a need to increase the efficiency of power generation, transmission, distribution, and use. The proposed work intends to decrease household electricity use and provide an intelligent home automation solution with ensembled machine learning algorithms. It also delivers organized information about the usage of each item while automating the use of electrical appliances in a home. Experimental results show that with XGBoost and Random Forest classifiers, electricity usage can be fully automated at an accuracy of 79%, thereby improving energy utilization efficiency and improving quality of life of the user.

  • 12.
    Kunwar, Anil
    et al.
    Silesian University of Technology,Faculty of Mechanical Engineering,Gliwice,Poland,44-100.
    Ma, Haoran
    Dalian University of Technology,School of Microelectronics,Dalian,China,116024.
    Hektor, Johan
    Malmö University, Faculty of Technology and Society (TS), Department of Materials Science and Applied Mathematics (MTM).
    Crystal structure informed mesoscale deformation model for HCP Cu6Sn5 intermetallic compound2022In: 2022 23rd International Conference on Electronic Packaging Technology (ICEPT), Institute of Electrical and Electronics Engineers (IEEE), 2022Conference paper (Refereed)
    Abstract [en]

    In the electronic packaging and energy storage sectors, the study of Cu 6 Sn 5 intermetallic compound (IMC) is getting more attention. At temperatures above 186 °C, this IMC exists in a hexagonal closed packed (HCP) crystalline structure. Crystal plasticity finite element simulations are performed on Cu 6 Sn 5 IMC by taking the information about its lattice parameters and direction dependent elastic properties. Three types of models corresponding to deformations in basal, prismatic and pyramidal modes are developed. With the same type of loading in the elastic regime and boundary conditions, the results of the computations reveal the differences in displacement magnitudes among the three model types.

  • 13.
    Limpraptono, F. Y.
    et al.
    Department of Electrical Engineering, National Institute of Technology Malang, Jl. Raya Karanglo, Km. 2, Malang 65143, Indonesia.
    Nurcahyo, E.
    Department of Electrical Engineering, National Institute of Technology Malang, Jl. Raya Karanglo, Km. 2, Malang 65143, Indonesia.
    Ashari, M. I.
    Department of Electrical Engineering, National Institute of Technology Malang, Jl. Raya Karanglo, Km. 2, Malang 65143, Indonesia.
    Yandri, E.
    Graduate School of Renewable Energy, Darma Persada University, Jl. Radin Inten 2, Pondok Kelapa, East Jakarta 13450, Indonesia.
    Jani, Yahya
    Malmö University, Faculty of Culture and Society (KS), Department of Urban Studies (US).
    Design of power monitoring and electrical control systems to support energy conservation2021In: Proceedings of the Pakistan Academy of Sciences: Part A, ISSN 2518-4245, Vol. 58, no S, p. 1-8, article id ES-726Article in journal (Refereed)
    Abstract [en]

    The increasing demand for electrical energy and the decreasing supply of fossil fuels in recent years have increased the cost of electrical energy. So that the culture of saving electrical energy is a habit that must be cultivated in the community. On the other hand, energy-saving behavior cannot be realized massively without a support system that can control energy use. With these concerns, it is necessary to develop a method that encourages a culture of saving electrical energy. This paper proposes a system that supports active energy efficiency methods that can support an energy-efficient culture. This system is an electric power monitoring system that is integrated with a smart electrical panel that continuously monitors the use of electrical energy and can control electrical loads automatically, record electricity usage, provide comprehensive reports and analyze energy usage. The method used to carry out this research is research and development. This research has produced a prototype of electrical power control and monitoring system that has a smart panel based on a raspberry PI 3 and PZEM-004t power energy meter. The monitoring system performs and executes automatic control of electrical loads. The system can also provide reports in the form of data monitoring in daily, weekly, monthly or annual period. From the test results, it can be concluded that the system can work well. This research is expected to contribute to providing a system that can support government efforts in saving energy. © Pakistan Academy of Sciences.

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  • 14.
    Mfupe, Luzango
    et al.
    CSIR, Meraka Inst, ZA-0001 Pretoria, South Africa.;Tshwane Univ Technol TUT, Dept Elect Engn, ZA-0001 Pretoria, South Africa..
    Mekuria, Fisseha
    CSIR, Meraka Inst, ZA-0001 Pretoria, South Africa..
    Mzyece, Mjumo
    Tshwane Univ Technol TUT, Dept Elect Engn, ZA-0001 Pretoria, South Africa..
    Geo-location White Space Spectrum Databases: Models and Design of South Africa's First Dynamic Spectrum Access Coexistence Manager2014In: KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, ISSN 1976-7277, Vol. 8, no 11, p. 3810-3836Article in journal (Refereed)
    Abstract [en]

    Geo-location white space spectrum databases (GL-WSDBs) are currently the preferred technique for enabling spectrum sharing between primary users and secondary users or white space devices (WSDs) in the very-high frequency (VHF) and ultra-high frequency (UHF) bands. This is true because technologies for making low-cost WSDs capable of autonomous sensing and detection of available white space (WS) spectrum are not yet feasible. This paper reviews the necessary enabling technical conditions to allow coexistence of primary and secondary systems in the VHF and UHF spectrum through a GL-WSDB approach. The practical implementation of South Africa's first GL-WSDB was performed. Results of WS channels available from five cities in South Africa calculated from the implemented GL-WSDB was compared with a commercially available GL-WSDB and was found to be 68% similar. Additionally, results from the implemented GL-WSDB were compared with measurements obtained from field spectrum scanning campaigns at two different locations in Cape Town, South Africa, and was found to be 64% similar.

  • 15.
    Moths, Jens
    et al.
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Frotan, Frotan
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Human Body Presence Detection in Water Environments Using Pulse Coherent Radar2022Independent thesis Basic level (degree of Bachelor), 10 credits / 15 HE creditsStudent thesis
    Abstract [en]

    New technology in radar opens up new possibilities for cheap and easily integrated human body presence detection. In this work, we aim to make a proof of concept that replaces the "dead man’s grip" on an electric surfboard with a more convenient wireless system based on micro radars. To answer the research questions identified, an artifact was created. To guide the research process and ensure that rigorous methods are used for constructing and evaluating the artifact, this thesis employs the research paradigm Design Science Research. The result was that the radar signal is completely degraded without a radome when the radar is wet. With a radome, the signal strength is a third wet compared to dry. Therefore, a radome is required to protect the radar and its function from the elements. The need for blockage detection was also defined. Observing how the direct leakage signal deviates from its normal state can determine whether the sensor is being blocked. Several algorithms were developed and tuned to prove the concept. Coverage and detection speed was tested and optimized. Overall, the potential of micro radars to replace a dead man’s grip on a surfboard is very promising.

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  • 16.
    Omar, Azhar-Husain
    et al.
    University of Pretoria,Department of Electrical, Electronic and Computer Engineering,Pretoria,South Africa,0082.
    Malekian, Reza
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT). Malmö University, Internet of Things and People (IOTAP). University of Pretoria,Department of Electrical, Electronic and Computer Engineering,Pretoria,South Africa,0082.
    Bogatinoska, Dijana Capeska
    Machine Intelligence and Robotics University of Information Science and Technology "St. Paul the Apostle",Faculty of Applied IT,Ohrid,North Macedonia.
    Energy management system based on wireless sensor networks and power line communications2022In: 2022 International Conference Automatics and Informatics (ICAI), Institute of Electrical and Electronics Engineers (IEEE), 2022Conference paper (Refereed)
    Abstract [en]

    In this paper, we developed a power line communication (PLC) system design, power measurement sensor design, light sensor design, temperature sensor design, and the integration of these components into an advanced sensor network to allow for energy metering and environment monitoring. A power measurement sensor was implemented through a current and voltage sensing circuitry was interfaced multi-plug power adapter to allow for non-invasive measurement of power usage of appliances. The sensors produce signals corresponding to the drawn voltage and current, which are then sampled and processed to estimate power usage. The PLC communications operated at an average accuracy of 95%. The power measurement sensor had an accuracy of 92%, which made it appropriate for home user estimations. The light sensor had an accuracy of between 91-97%, which was suitable for home lighting measurement.

  • 17.
    Runeson, Per
    et al.
    Lund University, Lund, Sweden.
    Söderberg, Emma
    Lund University, Lund, Sweden.
    Höst, Martin
    Malmö University, Faculty of Technology and Society (TS).
    A Conceptual Framework and Recommendations for Open Data and Artifacts in Empirical Software Engineering2024In: 1st International Workshop on Methodological Issues with Empirical Studies in Software Engineering / [ed] Sira Vegas; Andreas Jedlitschka; Jeffrey C; Carver, Association for Computing Machinery (ACM), 2024Conference paper (Refereed)
    Abstract [en]

    Open science aims to improve research accessibility, replicability, and consequently its quality. Empirical software engineering entails both data and artifacts, which may be shared more or less openly, to support transparency. However, the trade-offs involved in balancing the openness against integrity and secrecy concerns need methodological guidance. Aim. We aim to derive such advice, based on our own experiences from a research project, in the field of gaze-assisted code reviews – the Gander case. Method. We draw on literature about open data and artifacts in socio-technical research. Next, we describe our case project and derive a conceptual framework of steps in research data analysis and artifact development, using our data and artifacts as illustrating examples. Results. The conceptual framework contains 1) a categorization of humans involved as participants and their concerns, 2) four steps for data analysis, each resulting in corresponding data and meta-data, and 3) three steps of artifact distribution, matching different levels of openness. We derive a preliminary set of recommendations for open science practices for data and artifacts. Conclusion. The conceptual framework has proven useful in summarizing and discussing data and artifacts in the studied case project. We envision that the framework and recommendations will provide a foundation for further advancement of open science research practices in empirical, socio-technical software engineering.

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  • 18.
    Shleev, Sergey
    et al.
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Aleksejeva, Olga
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Falk, Magnus
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Blum, Zoltan
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Biodegradable electric power devices2019In: Bioelectrochemistry: Design and Applications of Biomaterials / [ed] Serge Cosnier, Walter de Gruyter, 2019, p. 237-258Chapter in book (Other academic)
  • 19.
    Shleev, Sergey
    et al.
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Falk, Magnus
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Cirovic, Stefan
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Blum, Zoltan
    Malmö University, Faculty of Health and Society (HS), Department of Biomedical Science (BMV).
    Wearable bioelectronic devices2019In: Bioelectrochemistry: Design and Applications of Biomaterials / [ed] Serge Cosnier, Walter de Gruyter, 2019, p. 213-236Chapter in book (Other academic)
  • 20.
    Sjölin Grech, Nigel
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT).
    Modelling of Smartphone Drawing Tasks to evaluate severity of Parkinson’s Disease2023Independent thesis Advanced level (degree of Master (Two Years)), 20 credits / 30 HE creditsStudent thesis
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  • 21.
    Zolfaghari, Mahshid
    et al.
    University of Bojnord,Computer Engineering Department,Bojnord,Iran.
    Fadishei, Hamid
    University of Bojnord,Computer Engineering Department,Bojnord,Iran.
    Tajgardan, Mohsen
    Qom University of Technology,Faculty of Electrical and Computer Engineering,Qom,Iran.
    Khoshkangini, Reza
    Malmö University, Faculty of Technology and Society (TS), Department of Computer Science and Media Technology (DVMT). Malmö University, Internet of Things and People (IOTAP).
    Stock Market Prediction Using Multi-Objective Optimization2022In: 2022 12th International Conference on Computer and Knowledge Engineering (ICCKE), Institute of Electrical and Electronics Engineers (IEEE), 2022Conference paper (Refereed)
    Abstract [en]

    Forecasting in financial markets is challenging due to the inherent randomness of financial data sources and the vast number of factors that affect the market trends. Thus, it is essential to find informative elements within the vast number of available factors to enhance the performance of the predictive models in such a vital context. This makes the feature selection process an integral part of the financial prediction. In this paper, we propose a multi-objective evolutionary algorithm to reduce the number of features employed to predict the yearly performance of the US stock market. The primary idea is to select a smaller set of features with the slightest similarity and the best prediction accuracy. In this practice, we have utilized genetic algorithm, XGBoost and correlation in order to obtain a more diverse set of features which increases the performance. Experiential results show that our proposed approach is able to reduce the number of features significantly while maintaining comparable prediction accuracy.

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