Search Results - "Leon, Florin"

Machine learning approaches for anomaly detection of water quality on a real-world data set by Muharemi, Fitore, Logofătu, Doina, Leon, Florin

“…Accurate detection of water quality changes is a crucial task of water companies. Water supply companies must provide safe drinking water. Nowadays in…”
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A Review of Tracking and Trajectory Prediction Methods for Autonomous Driving by Leon, Florin, Gavrilescu, Marius

“…This paper provides a literature review of some of the most important concepts, techniques, and methodologies used within autonomous car systems. Specifically,…”
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ActressMAS, a .NET Multi-Agent Framework Inspired by the Actor Model by Leon, Florin

“…Multi-agent systems show great promise in the actual state of increasing interconnectedness and autonomy of computer systems. This paper presents a .NET…”
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Synthetic Time Series Generation for Decision Intelligence Using Large Language Models by Grigoraș, Alexandru, Leon, Florin

“…A model for generating synthetic time series data using pre-trained large language models is proposed. Starting with the Google T5-base model, which employs an…”
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Predicting Academic Performance Based on Learner Traces in a Social Learning Environment by Popescu, Elvira, Leon, Florin

“…Predictive modeling is an important part of learning analytics, whose main objective is to estimate student success, in terms of performance, knowledge, score,…”
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Transformer-Based Model for Predicting Customers’ Next Purchase Day in e-Commerce by Grigoraș, Alexandru, Leon, Florin

“…The paper focuses on predicting the next purchase day (NPD) for customers in e-commerce, a task with applications in marketing, inventory management, and…”
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Machine Learning Methods Applied for Modeling the Process of Obtaining Bricks Using Silicon-Based Materials by Anton, Costel, Curteanu, Silvia, Lisa, Cătălin, Leon, Florin

“…Most of the time, industrial brick manufacture facilities are designed and commissioned for a particular type of manufacture mix and a particular type of…”
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Multiagent Multimodal Trajectory Prediction in Urban Traffic Scenarios Using a Neural Network-Based Solution by Patachi, Andreea-Iulia, Leon, Florin

“…Trajectory prediction in urban scenarios is critical for high-level automated driving systems. However, this task is associated with many challenges. On the…”
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Optimization Methods for Redundancy Allocation in Hybrid Structure Large Binary Systems by Cașcaval, Petru, Leon, Florin

“…This paper addresses the issue of optimal redundancy allocation in hybrid structure large binary systems. Two aspects of optimization are considered: (1)…”
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The use of artificial neural networks in studying the progression of glaucoma by Târcoveanu, Filip, Leon, Florin, Lisa, Cătălin, Curteanu, Silvia, Feraru, Andreea, Ali, Kashif, Anton, Nicoleta

“…In ophthalmology, artificial intelligence methods show great promise due to their potential to enhance clinical observations with predictive capabilities and…”
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Hierarchical Classification of Transversal Skills in Job Advertisements Based on Sentence Embeddings by Leon, Florin, Gavrilescu, Marius, Floria, Sabina-Adriana, Minea, Alina Adriana

“…This paper proposes a classification methodology aimed at identifying correlations between job ad requirements and transversal skill sets, with a focus on…”
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Preface to the Special Issue on “Advances in Artificial Intelligence: Models, Optimization, and Machine Learning” by Leon, Florin, Hulea, Mircea, Gavrilescu, Marius

“…Recent advancements in artificial intelligence and machine learning have led to the development of powerful tools for use in problem solving in a wide array of…”
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Stabilization Methods for a Multiagent System with Complex Behaviours by Leon, Florin

“…The main focus of the paper is the stability analysis of a class of multiagent systems based on an interaction protocol which can generate different types of…”
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Classification Algorithms Used in Predicting Glaucoma Progression by Tarcoveanu, Filip, Leon, Florin, Curteanu, Silvia, Chiselita, Dorin, Bogdanici, Camelia Margareta, Anton, Nicoleta

“…In this paper, various machine learning algorithms were used in order to predict the evolution of open-angle glaucoma (POAG). The datasets were built…”
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Viscosity Deviation Modeling for Binary and Ternary Mixtures of Benzyl Alcohol-N-Hexanol-Water by Bîrgăuanu, Iuliana, Danu, Maricel, Lisa, Cătălin, Leon, Florin, Curteanu, Silvia, Ibanescu, Constanta, Lisa, Gabriela

“…Knowing the thermodynamic and transport properties of liquid systems is very important in engineering for the development of theoretical models and for the…”
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Overview of Software Agent Platforms Available in 2023 by Wrona, Zofia, Buchwald, Wojciech, Ganzha, Maria, Paprzycki, Marcin, Leon, Florin, Noor, Noman, Pal, Constantin-Valentin

“…Agent-based computing remains an active field of research with the goal of building (semi-)autonomous software for dynamic ecosystems. Today, this task should…”
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A Hybrid Competitive Evolutionary Neural Network Optimization Algorithm for a Regression Problem in Chemical Engineering by Gavrilescu, Marius, Floria, Sabina-Adriana, Leon, Florin, Curteanu, Silvia

“…Neural networks have demonstrated their usefulness for solving complex regression problems in circumstances where alternative methods do not provide…”
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A Comparison between Task Distribution Strategies for Load Balancing Using a Multiagent System by Vecliuc, Dumitru-Daniel, Leon, Florin, Logofătu, Doina

“…This work presents a comparison between several task distribution methods for load balancing with the help of an original implementation of a solution based on…”
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Analyzing Tuberculosis Reactivation in Patients with Rheumatoid Arthritis and Ankylosing Spondylitis Treated with Biological Therapy Using Machine Learning Methods by Mircea-Vicoveanu, Andra-Maria, Rezuș, Elena, Leon, Florin, Curteanu, Silvia

“…This study is based on the consideration that the patients with rheumatoid arthritis and ankylosing spondylitis undergoing biological therapy have a higher…”
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Finding Patient Zero and Tracking Narrative Changes in the Context of Online Disinformation Using Semantic Similarity Analysis by Artene, Codruț-Georgian, Oprișa, Ciprian, Buțincu, Cristian Nicolae, Leon, Florin

“…Disinformation in the form of news articles, also called fake news, is used by multiple actors for nefarious purposes, such as gaining political advantages. A…”
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