The emergence of a new type of information infrastructure that has the potential to support a variety of advanced healthcare services is being advanced by rapid advancements in information technology, telecommunicatio...
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As global digitization continues to grow, technology becomes more affordable and easier to use, and social media platforms thrive, becoming the new means of spreading information and news. Communities are built around...
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As global digitization continues to grow, technology becomes more affordable and easier to use, and social media platforms thrive, becoming the new means of spreading information and news. Communities are built around sharing and discussing current events. Within these communities, users are enabled to share their opinions about each event. Using Sentiment Analysis to understand the polarity of each message belonging to an event, as well as the entire event, can help to better understand the general and individual feelings of significant trends and the dynamics on online social networks. In this context, we propose a new ensemble architecture, EDSAEnsemble (Event Detection Sentiment Analysis Ensemble), that uses Event Detection and Sentiment Analysis to improve the detection of the polarity for current events from Social Media. For Event Detection, we use techniques based on Information Diffusion taking into account both the time span and the topics. To detect the polarity of each event, we preprocess the text and employ several Machine and Deep Learning models to create an ensemble model. The preprocessing step includes several word representation models: raw frequency, TFIDF, Word2Vec, and Transformers. The proposed EDSA-Ensemble architecture improves the event sentiment classification over the individual Machine and Deep Learning models. Authors
The influence of active interference on the bandwidth of a MIMO-OFDM communication system is studied using an adaptive signal processing algorithm in the receiver. Theoretical calculations of the features and characte...
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The article presents an algorithm for pre-processing images of the map of the underlying surface to reduce background noise. The aim of the development is to create an algorithm for a fast and highly efficient system ...
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The problem of creation of wireless communication systems is complex enough, that is why software allowing to simulate the propagation of an electromagnetic field in a certain place is a thing of interest. Although se...
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This article is devoted to measurements of stealth objects in an anechoic chamber. The paper discusses methods for reducing parasitic reflections in an anechoic chamber (chamber) for the correct measurement of stealth...
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The paper presents the results of simulation of a Kuband microstrip substrate integrated waveguide antenna (SIW antenna) with a complementary split ring resonator (CSRR) using the computational electromagnetics code F...
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An ultra-wideband tightly coupled array antenna with low profile is proposed in this paper. PUMA arrays are broadband, but they don't always have good frequency overlap, but benefit from the size and lightness of ...
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Microwave energy can be used for heating, drying, pasteurization and thawing of different foods, as this technology is suitable for processing various dielectric materials, efficient and environmentally friendly. This...
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This article presents an optimized control strategy tailored for DC islanded microgrids, featuring a voltage controller based on mixed H2/H∞ state feedback using linear matrix inequalities (LMIs) and a power controll...
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