Výsledky vyhledávání - "text categorization"

From Bag-of-Words to Transformers: A Comparative Study for Text Classification in Healthcare Discussions in Social Media

Autoři: Enrico De Santis Alessio Martino Francesca Ronci a další

Zdroj: IEEE Transactions on Emerging Topics in Computational Intelligence. 9:1063-1077

Témata: social networking (online), transformers, semantics, vectors, training, task analysis, support vector machines, embedding techniques, healthcare, natural language processing, social network analysis, text categorization, text mining, mistral, GPT-4, large language models, Embedding techniques, healthcare, natural language processing, social network analysis, text categorization, text mining, transformers, mistral, GPT-4, large language models

Popis souboru: application/pdf

Prompt Tuning on Graph-Augmented Low-Resource Text Classification

Autoři: Zhihao Wen Yuan Fang

Zdroj: IEEE Transactions on Knowledge and Data Engineering. 36:9080-9095

Témata: FOS: Computer and information sciences, Databases and Information Systems, Theory and Algorithms, graph, Tuning, Computer Science - Information Retrieval, low-resource learning Oils, Task analysis, Text classification, Ink, Text categorization, Paints, prompt, Accuracy, pre-training, Information Retrieval (cs.IR)

Popis souboru: application/pdf

Přístupová URL adresa: http://arxiv.org/abs/2307.10230

Scaling hermeneutics: a guide to qualitative coding with LLMs for reflexive content analysis

Autoři: Zackary Okun Dunivin

Zdroj: EPJ Data Science, Vol 14, Iss 1, Pp 1-22 (2025)

Témata: LLM, Text categorization, Content analysis, Qualitative coding, Digital humanities, Computer applications to medicine. Medical informatics, R858-859.7

Popis souboru: electronic resource

Relation: https://doaj.org/toc/2193-1127

Přístupová URL adresa: https://doaj.org/article/7f418cf589b34fd8a7af8c3485021c9e

Identification of causative factors for fatal accidents in the electric power industry using text categorization and catastrophe association analysis techniques

Autoři: Kunyu Cao Shu Chen Xinkai Zhang a další

Zdroj: Alexandria Engineering Journal, Vol 102, Iss, Pp 290-308 (2024)

Témata: Catastrophe association analysis, Electric power industry, 9. Industry and infrastructure, Fatal accidents, 0211 other engineering and technologies, 0202 electrical engineering, electronic engineering, information engineering, Text categorization, 02 engineering and technology, TA1-2040, Engineering (General). Civil engineering (General), Accident causative identification

Přístupová URL adresa: https://doaj.org/article/600cfaf41b5e4461b87facc710491f05

Intelligent Search Engine Tool for Querying Database Systems

Autoři: Gagandeep Kaur Poorva Agrawal Hemlata Shelar a další

Zdroj: International Journal of Mathematical, Engineering and Management Sciences, Vol 9, Iss 4, Pp 914-930 (2024)

Témata: term frequency- inverse document frequency (tf-idf), Technology, query autocompletion, named entity recognition, text categorization, QA1-939, 0202 electrical engineering, electronic engineering, information engineering, 02 engineering and technology, natural language processing, Mathematics

Exploring Clean Label Backdoor Attacks and Defense in Language Models

Autoři: Shuai Zhao Luu Anh Tuan Jie Fu a další

Zdroj: IEEE/ACM Transactions on Audio, Speech, and Language Processing. 32:3014-3024

Témata: Clean-label, Deep Learning, Electronic mail, Speech processing, Task analysis, Defense, Pre-trained Language Model, Training, Natural languages, Text categorization, Backdoor Attack, Tuning

Natural Language Processing and Deep Learning for Bankruptcy Prediction: An End-to-End Architecture

Autoři: Gianfranco Lombardo Andrea Bertogalli Sergio Consoli a další

Přispěvatelé: Gianfranco Lombardo Andrea Bertogalli Sergio Consoli a další

Zdroj: IEEE Access, Vol 12, Pp 151075-151091 (2024)

Témata: Bankruptcy, text classification, Data model, Stock market, deep learning, Companie, Adaptation model, SEC filing, TK1-9971, Predictive model, transformer, Context modeling, Feature extraction, Settore IINF-05/A - Sistemi di elaborazione delle informazioni, Bankruptcy prediction, Computer architecture, Text categorization, Electrical engineering. Electronics. Nuclear engineering, text disclosure, Accuracy

Přístupová URL adresa: https://doaj.org/article/f56b927412dc486fab9690da4b36c62b

A Comparative Analysis of Word Embeddings Techniques for Italian News Categorization

Autoři: Rollo, Federica Bonisoli, Giovanni Po, Laura

Zdroj: IEEE Access, Vol 12, Pp 25536-25552 (2024)

Témata: word embeddings, text classification, FastText, natural language processing (NLP), 0202 electrical engineering, electronic engineering, information engineering, Word2Vec, Text categorization, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, GloVe, TK1-9971

Popis souboru: application/pdf

Přístupová URL adresa: https://doaj.org/article/444c18f8a6b84b56ab6e1190c08c8628
https://hdl.handle.net/11380/1332607
https://doi.org/10.1109/access.2024.3367246

Applying Generative AI to Analyze Statements from Student Surveys

Autoři: Böttcher, Axel Dünnebeil, Sebastian Thurner, Veronika

Témata: Student surveys, Sentiment analysis, Generative AI, Evaluation, Educational data mining, Student survey analysis, Text categorization, Educational assessment tools

Popis souboru: application/pdf

Relation: Eleventh International Conference on Higher Education Advances; Junio 17-20, 2025; Valencia, España; http://ocs.editorial.upv.es/index.php/HEAD/HEAd25/paper/view/20043; urn:isbn:9788413963129; https://riunet.upv.es/handle/10251/226639

Dostupnost: https://riunet.upv.es/handle/10251/226639
https://doi.org/10.4995/HEAd25.2025.20043

A Comparison of Neural Word Embedding Language Models for Classifying Social Media Users in the Healthcare Context

Autoři: Enrico De Santis Alessio Martino Francesca Ronci a další

Zdroj: 2023 International Joint Conference on Neural Networks (IJCNN). :1-9

Témata: healthcare language processing, social network analysis, word embedding, text categorization, data visualization

Popis souboru: application/pdf

Přístupová URL adresa: https://hdl.handle.net/11573/1687860
https://doi.org/10.1109/IJCNN54540.2023.10191583

Enhanced automated text categorization via Aquila optimizer with deep learning for Arabic news articles

Autoři: Muhammad Swaileh A. Alzaidi Alya Alshammari Abdulkhaleq QA Hassan a další

Zdroj: Ain Shams Engineering Journal, Vol 16, Iss 1, Pp 103189- (2025)

Témata: Text Categorization, Natural Language Processing, Sentiment Analysis, Aquila Optimizer, Deep Learning, Engineering (General). Civil engineering (General), TA1-2040

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2090447924005707; https://doaj.org/toc/2090-4479

Přístupová URL adresa: https://doaj.org/article/b5442c4da67948a79cf658b06c6ca489

An Analytical Review of Preprocessing Techniques in Bengali Natural Language Processing

Autoři: Chakraborty, Sovon Das, Protiva Dipto, Shakib Mahmud a další

Zdroj: Computer Science Faculty Publications

Témata: Bengali language datasets, BNLP, Complexity theory, Dialects, Literature preservation, Machine translation, Named entity recognition, Natural language processing, Semantics, Sentiment analysis, Social networking (online), Speech processing, Speech recognition, Text categorization, Text summarization, Artificial Intelligence and Robotics, Numerical Analysis and Scientific Computing, Scholarly Publishing, South and Southeast Asian Languages and Societies, Systems Architecture

Popis souboru: application/pdf

Relation: https://digitalcommons.odu.edu/computerscience_fac_pubs/377; https://digitalcommons.odu.edu/context/computerscience_fac_pubs/article/1382/viewcontent/Chakraborty_2025_AnAnalyticalReviewofPreprocessingTechniquesinBengaliOCR.pdf

Dostupnost: https://digitalcommons.odu.edu/computerscience_fac_pubs/377
https://doi.org/10.1109/ACCESS.2025.3574234
https://digitalcommons.odu.edu/context/computerscience_fac_pubs/article/1382/viewcontent/Chakraborty_2025_AnAnalyticalReviewofPreprocessingTechniquesinBengaliOCR.pdf

Text Classification: How Machine Learning Is Revolutionizing Text Categorization

Autoři: Hesham Allam Lisa Makubvure Benjamin Gyamfi a další

Zdroj: Information ; Volume 16 ; Issue 2 ; Pages: 130

Témata: text categorization (TC), machine learning, automation, document representation, dimension reduction, classifier evaluation, emerging trends

Popis souboru: application/pdf

Relation: Information Applications; https://dx.doi.org/10.3390/info16020130

Dostupnost: https://doi.org/10.3390/info16020130

Driving the Technology Value Stream by Analyzing App Reviews

Autoři: Souvick Das Novarun Deb Nabendu Chaki a další

Zdroj: IEEE Transactions on Software Engineering. 49:3753-3770

Témata: App Reviews, Computer bugs, Continuous Software Development, Feature extraction, NLP, Sentiment analysis, Task analysis, Technology Value Stream, Text categorization, Training, Visualization

Popis souboru: application/pdf

Section Recommendation of Online Medical Platform Based on Keyword Expansion with Self-Adaptive-Attention-Prompt-BERT-RCNN Modeling

Autoři: Tianbao Xie Yuqi Han Ganglong Duan a další

Zdroj: Applied Sciences, Vol 15, Iss 12, p 6746 (2025)

Témata: online healthcare, keyword expansion, text categorization, BERT-RCNN, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

Popis souboru: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/12/6746; https://doaj.org/toc/2076-3417

Přístupová URL adresa: https://doaj.org/article/91013ec664c341df94d350a313ff0ee3

A new feature selection scheme for emotion recognition from text

Autoři: Erenel, Zafer Adegboye, Oluwatayomi R. Kusetogullari, Huseyin

Zdroj: Applied Sciences. 10(15)

Témata: Emotion recognition, Feature selection, Machine learning, Term weighting, Text categorization, Skövde Artificial Intelligence Lab (SAIL)

Popis souboru: electronic

Přístupová URL adresa: https://urn.kb.se/resolve?urn=urn:nbn:se:his:diva-18982
https://doi.org/10.3390/APP10155351

A New Method for Short Text Compression

Autoři: Murat Aslanyürek Altan Mesut

Zdroj: IEEE Access, Vol 11, Pp 141022-141035 (2023)

Témata: Machine Learning, Language Identification, Text Categorization, k-means, Machine learning, K-Means, text compression, Electrical engineering. Electronics. Nuclear engineering, Text Compression, Clustering, clustering, TK1-9971

Přístupová URL adresa: https://doaj.org/article/53dcaced0456474686c8aa75d2ab3bce
https://hdl.handle.net/20.500.14551/22253
https://doi.org/10.1109/ACCESS.2023.3340436

Changes in public travel willingness in the post-COVID-19 era: Evidence from social network data

Autoři: Yazao Yang Haodong Tang Tangzheng Weng

Zdroj: Electronic Research Archive, Vol 31, Iss 7, Pp 3688-3703 (2023)

Témata: T57-57.97, lda topic model, Applied mathematics. Quantitative methods, travel emotion, text categorization, 11. Sustainability, QA1-939, naive bayes, urban traffic, Mathematics, 3. Good health

Přístupová URL adresa: https://doaj.org/article/553691b662a841d5a6e4b704990d8c35

An improved deep convolutional neural network-based YouTube video classification using textual features

Autoři: Ali Raza Faizan Younas Hafeez Ur Rehman Siddiqui a další

Zdroj: Heliyon, Vol 10, Iss 16, Pp e35812- (2024)

Témata: YouTube video categorization, Convolutional neural network, Text categorization, Text features, Science (General), Q1-390, Social sciences (General), H1-99

Popis souboru: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S2405844024118439; https://doaj.org/toc/2405-8440

Přístupová URL adresa: https://doaj.org/article/ebe1573cedac46cc9bd5e7ec64608c40

Variational Learning for the Inverted Beta-Liouville Mixture Model and Its Application to Text Categorization

Autoři: Ling, Yongfa Guan, Wenbo Ruan, Qiang a další

Zdroj: Re-Unir. Archivo Institucional de la Universidad Internacional de La Rioja
instname
Universidad Internacional de La Rioja (UNIR)
International Journal of Interactive Multimedia and Artificial Intelligence, Vol 7, Iss 5, Pp 76-84 (2022)

Témata: FOS: Computer and information sciences, Technology, mixture model, Computer Science - Machine Learning, Computer Science - Computation and Language, bayesian inference, text categorization, IJIMAI, 02 engineering and technology, Machine Learning (cs.LG), extended variational inference, inverted beta-liouville distribution, 0202 electrical engineering, electronic engineering, information engineering, Computation and Language (cs.CL)

Přístupová URL adresa: http://arxiv.org/abs/2112.14375
https://reunir.unir.net/handle/123456789/13710
https://doi.org/10.9781/ijimai.2022.08.006
https://doaj.org/article/3ee46c19b2e54a24afcd488b8fc932e5
https://reunir.unir.net/handle/123456789/13710