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Genetic Neural Architecture Search for automatic assessment of human sperm images
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In: ISSN: 0957-4174 ; Expert Systems with Applications ; https://hal.archives-ouvertes.fr/hal-03585035 ; Expert Systems with Applications, Elsevier, 2022 (2022)
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Affirming and Denying the Hybrid Character of Robots: Literary Investigations ...
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Li, Yue. - : Technology and Language, 3(1), 136-146, 2022
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Unranking Small Combinations of a Large Set in Co-Lexicographic Order
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In: Algorithms; Volume 15; Issue 2; Pages: 36 (2022)
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A Generative Model for Topic Discovery and Polysemy Embeddings on Directed Attributed Networks
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In: Symmetry; Volume 14; Issue 4; Pages: 703 (2022)
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Comparison of Tongue Characteristics Classified According to Ultrasonographic Features Using a K-Means Clustering Algorithm
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In: Diagnostics; Volume 12; Issue 2; Pages: 264 (2022)
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Application of Modern Digital Systems and Approaches to Business Process Management
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In: Sustainability; Volume 14; Issue 3; Pages: 1697 (2022)
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Joseph B. Kruskal, Jr., 1956, On the Shortest Spanning Subtree of a Graph and the Traveling Salesman Problem. Version bilingue et commentée
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In: https://hal.archives-ouvertes.fr/hal-03163666 ; 2021 (2021)
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Constructing Antidictionaries of Long Texts in Output-Sensitive Space
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Management support system and group planning in continuing education ; Système d’aide à la gestion et planification de groupe en formation continue
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In: https://hal.archives-ouvertes.fr/tel-03557025 ; Environnements Informatiques pour l'Apprentissage Humain. Université de Lille, CRIStAL UMR 9189, 2021. Français (2021)
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ВЫБОР ОБРАЗОВАТЕЛЬНОГО ВАРИАНТА В ПРОФЕССИОНАЛЬНО ОРИЕНТИРОВАННОЙ ИНОЯЗЫЧНОЙ ПОДГОТОВКЕ ... : CHOOSING AN EDUCATIONAL OPTION IN PROFESSIONALLY ORIENTED FOREIGN LANGUAGE TRAINING ...
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DETECTION OF HEART DISEASE BY USING RELIABLE BOOLEAN MACHINE LEARNING ALGORITHM ...
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DETECTION OF HEART DISEASE BY USING RELIABLE BOOLEAN MACHINE LEARNING ALGORITHM ...
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Learning Embeddings for Rare Words Leveraging Internet Search Engine and Spatial Location Relationships ...
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Did the Cat Drink the Coffee? Challenging Transformers with Generalized Event Knowledge ...
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Improved Text Summarization of News Articles Using GA-HC and PSO-HC
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In: Applied Sciences ; Volume 11 ; Issue 22 (2021)
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Abstract:
Automatic Text Summarization (ATS) is gaining attention because a large volume of data is being generated at an exponential rate. Due to easy internet availability globally, a large amount of data is being generated from social networking websites, news websites and blog websites. Manual summarization is time consuming, and it is difficult to read and summarize a large amount of content. Automatic text summarization is the solution to deal with this problem. This study proposed two automatic text summarization models which are Genetic Algorithm with Hierarchical Clustering (GA-HC) and Particle Swarm Optimization with Hierarchical Clustering (PSO-HC). The proposed models use a word embedding model with Hierarchal Clustering Algorithm to group sentences conveying almost same meaning. Modified GA and adaptive PSO based sentence ranking models are proposed for text summary in news text documents. Simulations are conducted and compared with other understudied algorithms to evaluate the performance of proposed methodology. Simulations results validate the superior performance of the proposed methodology.
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Keyword:
agglomerative clustering; Automatic Text Summarization (ATS); extracted summary; genetic algorithm; Hierarchical Clustering Technique (HCT); Single Document Summarization
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URL: https://doi.org/10.3390/app112210511
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Optimising Speaker-Dependent Feature Extraction Parameters to Improve Automatic Speech Recognition Performance for People with Dysarthria
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In: Sensors ; Volume 21 ; Issue 19 (2021)
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Application of Artificial Intelligence in Stock Market Forecasting: A Critique, Review, and Research Agenda
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In: Journal of Risk and Financial Management ; Volume 14 ; Issue 11 (2021)
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Distribution Linguistic Fuzzy Group Decision Making Based on Consistency and Consensus Analysis
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In: Mathematics ; Volume 9 ; Issue 19 (2021)
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6G Cognitive Information Theory: A Mailbox Perspective
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In: Big Data and Cognitive Computing; Volume 5; Issue 4; Pages: 56 (2021)
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