Browsing by Subject "machine learning"

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  • Algoritmi de învăţare automată pentru aplicaţii machine learning 
    IFTODI, Dan (Universitatea Tehnică a Moldovei, 2017)
    Machine Learning este strâns legată de (și de multe ori se suprapune cu) statistici de calcul, care se concentrează, de asemenea ( prin utilizarea calculatoarelor ) în luarea deciziilor prin predicție. Are legături puternice ...
  • Algoritmi de recunoaștere automată a gesturilor mâinii, captate prin contracția mușchilor 
    KOVALSKII, Vladislav (Universitatea Tehnică a Moldovei, 2022)
    Scopul acestei lucrări este dezvoltarea metodei de prelucrare și recunoaștere a gesturilor mâinii folosind învățărea automata și contracția mușchilor. Obiectivele generale – Analiza bibliografică în domeniul cercetat, ...
  • Analiza intelectuală datelor privind rezultatele vinului international concursuri 
    BODNARIUC, Zoia (Universitatea Tehnică a Moldovei, 2022)
    Работа состоит из введения, трех глав, заключения, списка использованной литературы и приложений. Во введении раскрывается актуальность выбранной темы, описываются цель и задачи работы. В первой главе изложены теоретико- ...
  • Analiza parametrilor QoS pentru tehnologia 6G 
    CEBOTARI, Valeria (Universitatea Tehnică a Moldovei, 2024)
    Analiza parametrilor QoS pentru tehnologia 6G se axează pe îmbunătățirea semnificativă a performanței rețelei în comparație cu generațiile anterioare. Se așteaptă ca 6G să ofere viteze ultrarapide de transmisie, latență ...
  • The analysis of students opinion about the teachers skills using supervised learning 
    PENTIU, Stefan-Gheorghe; BILIUS, Laura-Bianca (Technical University of Moldova, 2022)
    The system for biannual teachers’ evaluation made by students, acquires a large amount of information that becomes difficult to be analyzed by a manager. It is true that delivers a final score, but it is calculated based ...
  • Analysis with Unsupervised Learning Based Techniques of Load Factor Profiles and Hyperspectral Images 
    PENTIUC, Ştefan-Gheorghe; BOBRIC, Elena Crenguța; BILIUS, Laura-Bianca (Technical University of Moldova, 2022)
    The problem of obtaining an optimal partition consistent with a series of partitions resulting from the application of various clustering algorithms is NP complete. A heuristic method based on the concepts of central ...
  • Aplicarea inteligenței artificiale în îmbunătățirea proceselor de resurse umane 
    KIRIAKOVA, Inna (Universitatea Tehnică a Moldovei, 2023)
    Problema centrală a acestei teze constă în identificarea modului în care tehnologiile de inteligență artificială pot fi aplicate în domeniul resurselor umane pentru a îmbunătăți procesele de recrutare, selecție, formare ...
  • Applications of artificial intelligence for cryptographic and security purposes 
    CRETU, Cristian; SCHIPSCHI, Daniil; NEGAI, Marin (Universitatea Tehnică a Moldovei, 2023)
    The use of artificial intelligence (AI) in cryptography and security is a rapidly growing field. In security, AI is used to detect potential threats and weaknesses within a system by identifying "safe" versus "malicious" ...
  • Artificial Intelligence in healthcare 
    JOLONDCOVSCHI, Valentin (Universitatea Tehnică a Moldovei, 2023)
    The following article discusses the development, history, and importance of Artificial Intelligence in healthcare, in addition to an extra examination of some of the problems rising simultaneously. The history of Artificial ...
  • Automatic Detection of Arabicized Berber and Arabic Varieties 
    ADOUANE, Wafia; SEMMAR, Nasredine; JOHANSSON, Richard; BOBICEV, Victoria (The COLING 2016 Organizing Committee, 2016)
    Automatic Language Identification (ALI) is the detection of the natural language of an input text by a machine. It is the first necessary step to do any language-dependent natural language processing task. Various methods ...
  • Automatic microexpression detection. History and developments 
    SMOCVIN, Denis (Universitatea Tehnică a Moldovei, 2022)
    Emotions govern our life. Through facial expressions we can understand what other people feel. Microexpressions are a special kind of facial expressions that are hard to spot. Interest arises over the development of ...
  • Classification of Emotion Words in Russian and Romanian Languages 
    SOKOLOVA, Marina; BOBICEV, Victoria (Association for Computational Linguistics, 2009)
    This paper presents a machine learning study of affective words in Russian and Romanian languages. We tag the word affective meaning by one of the WordNet Affect six labels anger, disgust, fear, joy, sadness, surprise and ...
  • Data Science approach for IT project management 
    GRABIS, Janis; HAIDABRUS, Bohdan; PROTSENKO, Serhiy; PROTSENKO, Iryna; ROVNA, Anna (Tehnica UTM, 2019)
    Majority of the IT companies realized that ability to analyse and use data, could be one of the key factors for increasing of number of successful projects, portfolios, programs. Key performance indicators based on data ...
  • Data-Driven HR: Understanding and predicting employee turnover 
    BRINZA, Ana-Maria (Universitatea Tehnică a Moldovei, 2021)
    Thesis structure: The thesis contains annotations in Romanian and English language, contents, introduction, 4 chapters, conclusions, bibliography. Study domain: Supervised machine learning and predictive analytics. Scope: ...
  • Dealing With Missing Continuous Biomedical Data: a Data Recovery Method for Machine Learning Purposes 
    IAPASCURTA, Victor (Technical University of Moldova, 2022)
    There are different approaches to dealing with missing data. A common one is by deleting observations containing such data, but it is not applicable when the volume of the data is limited. In this case, a number of methods ...
  • Decentralised autonomous society through large language models’ based agents: a pathway to empower small communities 
    BRAGA, Vasili (Technical University of Moldova, 2023)
    This paper explores the concept of Decentralized Autonomous Society through the lens of Large Language Models focusing on the transformative potential of integrating these technologies. The paper on the role of Large ...
  • Design of Specialized Hardware Architectures for Industry 4.0 
    MUNTEANU, Silvia; CĂRBUNE, Viorel (Technical University of Moldova, 2022)
    In the process of transition to Industry 4.0, the importance of applying cutting-edge technologies such as machine learning and artificial intelligence to replace human operators in industrial processes is explained by the ...
  • Designul unei aplicații de Data Mining pentru achiziționarea noilor clienți 
    POPA, Alina (Universitatea Tehnică a Moldovei, 2021)
    Clienții reprezintă cel mai important activ al unei organizații. Astfel, o companie trebuie să-și planifice și să utilizeze o strategie clară pentru gestionarea acestora. Pentru identificarea de noi clienți și extinderea ...
  • Effect of training data changing step and input vector excessive dimension of a neural network on approximation accuracy. Load calculation of a unstable communication line 
    PENIN, Alexandr; SIDORENKO, Anatolie (Technical University of Moldova, 2024)
    The machine and especially deep learning do not have a powerful mathematical platform and are based almost exclusively on engineering solutions. It is a practical discipline in which ideas are often proven empirically ...
  • An Effective and Robust Method for Short Text Classification 
    BOBICEV, Victoria; SOKOLOVA, Marina (The AAAI Press, Menlo Park, California, 2008)
    Classification of texts potentially containing a complex and specific terminology requires the use of learning methods that do not rely on extensive feature engineering. In this work we use prediction by partial matching ...

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