Search Results - "Bidirectional Encoder Representations from Transformers (BERT)"

DeepDiveAI: Identifying AI-Related Documents in Large Scale Literature Dataset

Authors: Xingzhou Liang Xiaochen Zhou Hui Zou et al.

Source: Journal of Social Computing, Vol 6, Iss 2, Pp 158-169 (2025)

Subject Terms: Social sciences (General), H1-99, FOS: Computer and information sciences, text classification, Artificial Intelligence (cs.AI), large language model (llm), Computer Science - Artificial Intelligence, Electronic computers. Computer science, long short-term memory (lstm), bidirectional encoder representations from transformers (bert), QA75.5-76.95, ai-related document

Access URL: http://arxiv.org/abs/2408.12871
https://doaj.org/article/836bcc6172e2486fbc8ad30eae3489f7

Pretraining and evaluation of BERT models for climate research

Authors: Andrija Poleksić Sanda Martinčić-Ipšić

Source: Discover Applied Sciences, Vol 7, Iss 11, Pp 1-22 (2025)

Subject Terms: Bidirectional Encoder Representations from Transformers (BERT), Domain-specific BERT model, Domain-adaptive pretraining, Masked language modelling, Climate change, ClimaBench, Science (General), Q1-390

File Description: electronic resource

Relation: https://doaj.org/toc/3004-9261

Access URL: https://doaj.org/article/3a360bf24d864bf9816d2403910db98c

Deep segmentation of retail customers based on improved DEC and multimodal semantic representation

Authors: Menglu Wang Tong Meng Xiaoyan Gu et al.

Source: Alexandria Engineering Journal, Vol 130, Iss , Pp 1-10 (2025)

Subject Terms: Retail customer segmentation, Deep Embedded Clustering (DEC), Bidirectional Encoder Representations from Transformers (BERT) model, Latent Dirichlet Allocation (LDA) model, Multimodal semantic representation, Dynamic attention mechanism, Engineering (General). Civil engineering (General), TA1-2040

File Description: electronic resource

Relation: http://www.sciencedirect.com/science/article/pii/S1110016825009755; https://doaj.org/toc/1110-0168

Access URL: https://doaj.org/article/5e131fc6c32c4455b59a9d30167b98b0

Topic-aware neural attention network for malicious social media spam detection

Authors: Maged Nasser Faisal Saeed Aminu Da’u et al.

Source: Alexandria Engineering Journal, Vol 111, Iss, Pp 540-554 (2025)

Subject Terms: Attention neural network, Online social network, Spam detection, 0202 electrical engineering, electronic engineering, information engineering, Bidirectional encoder representations from transformers (BERT), Malicious detection, 02 engineering and technology, TA1-2040, Engineering (General). Civil engineering (General), CAH11-01-01 - computer science, Topic modelling

File Description: text

Access URL: https://doaj.org/article/5a7ae3bf0aa24c90844d6d1836fbca23

Short-term cryptocurrency price forecasting based on news headline analysis

Authors: Vladimir Dikovitsky

Source: Frontiers in Blockchain, Vol 8 (2025)

Subject Terms: Global Vectors for word representation (GloVe), machine learning, Generative Pre-trained Transformer (GPT), short-term forecasting, bidirectional encoder representations from transformers (BERT), Information technology, T58.5-58.64, cryptocurrency

Access URL: https://doaj.org/article/401b7563d2e94b139011c8e090dce428

Concurrent Classifier Error Detection (CCED) in Large Scale Machine Learning Systems

Authors: Pedro Reviriego Ziheng Wang Álvaro Alonso et al.

Source: IEEE Transactions on Reliability, 2024
Archivo Digital UPM
Universidad Politécnica de Madrid

Subject Terms: concurrent error detection (CED), Informática, FOS: Computer and information sciences, Telecomunicaciones, Computer Science - Machine Learning, machine learning (ML), Complexity theory, contrastive language-image pretraining (CLIP), Computational modeling, 02 engineering and technology, soft errors, Machine Learning (cs.LG), Integrated circuit modeling, Transformers, 0202 electrical engineering, electronic engineering, information engineering, Training, Bidirectional encoder representations from transformers (BERT), Electrónica, Neural networks, Zero-shot learning

File Description: application/pdf

Access URL: http://arxiv.org/abs/2306.01820
https://oa.upm.es/78604/

EXAMINATION OF SUMMARIZED MEDICAL RECORDS FOR ICD CODE CLASSIFICATION VIA BERT

Authors: Dilek AYDOGAN-KILIC Deniz Kenan KILIC Izabela Ewa NIELSEN

Source: Applied Computer Science, Vol 20, Iss 2 (2024)
Kilic, D A, Kılıç, D K & Nielsen, I E 2024, 'Examination of summarized medical records for ICD code classification via BERT', Applied Computer Science, vol. 20, no. 2, pp. 60-74. https://doi.org/10.35784/acs-2024-16

Subject Terms: Artificial intelligence, Information technology, QA75.5-76.95, 02 engineering and technology, International classification of diseases (ICD), MIMIC-III, T58.5-58.64, Natural language processing (NLP), 3. Good health, 03 medical and health sciences, 0302 clinical medicine, Electronic computers. Computer science, 0202 electrical engineering, electronic engineering, information engineering, Bidirectional Encoder Representations from Transformers (BERT), Classification problem

File Description: application/pdf

Access URL: https://doaj.org/article/6e69ca89716e402db1c399872e446e25
https://vbn.aau.dk/da/publications/699e8a88-e384-40b1-bbab-b90b34f70b44
https://doi.org/10.35784/acs-2024-16
https://vbn.aau.dk/ws/files/741337011/04.pdf
http://www.scopus.com/inward/record.url?scp=85210858235&partnerID=8YFLogxK

Psychological Stress Detection Using Transformer-Based Models

Authors: Derwin Suhartono Irfan Fahmi Saputra Andhika Rizki Pratama et al.

Source: ComTech, Vol 15, Iss 1, Pp 65-71 (2024)

Subject Terms: Technology, Science, bidirectional encoder representations from transformers (bert), robustly optimized bert (roberta), TA1-2040, transformer-based model, Engineering (General). Civil engineering (General), stress detection, 3. Good health

Access URL: https://doaj.org/article/354883ee8ea24fe6b4b836997b9cf90f

Modeling Viewing Engagement in Long-Form Video Through the Lens of Expectation-Confirmation Theory

Authors: Yingjie Chen Jin Zhang

Source: Applied Sciences, Vol 15, Iss 20, p 11252 (2025)

Subject Terms: long-form video recommendation, viewing engagement, Expectation-Confirmation Theory (ECT), cross-attention, bidirectional encoder representations from transformers (BERT), gated recurrent unit (GRU), Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999

File Description: electronic resource

Relation: https://www.mdpi.com/2076-3417/15/20/11252; https://doaj.org/toc/2076-3417

Access URL: https://doaj.org/article/19ddfdcf4f6e459e8b7a79a74c061718

MRM-BERT: a novel deep neural network predictor of multiple RNA modifications by fusing BERT representation and sequence features

Authors: Linshu Wang Yuan Zhou

Source: RNA Biol
RNA Biology, Vol 21, Iss 1, Pp 340-349 (2024)

Subject Terms: 0301 basic medicine, 0303 health sciences, web server, deep learning, convolutional neural network, QH426-470, 03 medical and health sciences, RNA modifications, ROC Curve, Genetics, Bidirectional encoder representations from transformers (BERT), RNA, Neural Networks, Computer, sequence features, Software, Research Paper

Access URL: https://pubmed.ncbi.nlm.nih.gov/38357904
https://doaj.org/article/c3dd1a60abc44e19bf761e27f0ebdbb5

Three-Branch BERT-Based Text Classification Network for Gastroscopy Diagnosis Text

Authors: Zhichao Wang Xiangwei Zheng Jinsong Zhang et al.

Source: International Journal of Crowd Science, Vol 8, Iss 1, Pp 56-63 (2024)

Subject Terms: Technology, text classification, gastroscopy diagnostic text, 0202 electrical engineering, electronic engineering, information engineering, bidirectional encoder representations from transformers (bert), 02 engineering and technology, TA1-2040, Engineering (General). Civil engineering (General), 3. Good health

Access URL: https://doaj.org/article/711af7824d9545b7aae2f9f4149e0a89

Improving Performance of Neural IR Models by Using a Keyword-Extraction-Based Weak-Supervision Method

Authors: Suehyun Chang Geun-Jin Ahn Sungbum Park

Source: IEEE Access, Vol 12, Pp 46851-46863 (2024)

Subject Terms: bidirectional encoder representations from transformers (BERT), deep neural network, 0202 electrical engineering, electronic engineering, information engineering, Information retrieval, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, natural language processing, best match 25 (BM25), TK1-9971

Access URL: https://doaj.org/article/ebe67daf5f2f4d338a88580f2e8df504

NLP-Based Fusion Approach to Robust Image Captioning

Authors: Riccardo Ricci Farid Melgani José Marcato Junior et al.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 11809-11822 (2024)

Subject Terms: image captioning, generative pretrained transformer (GPT), QC801-809, Bidirectional encoder representations from transformers (BERT), contrastive language-image pretraining (CLIP), ensemble fusion, natural language processing (NLP), Geophysics. Cosmic physics, 0211 other engineering and technologies, 02 engineering and technology, Ocean engineering, 0202 electrical engineering, electronic engineering, information engineering, TC1501-1800

File Description: application/pdf

Access URL: https://doaj.org/article/b9ade1c915ec4d50ae42b5c3d70a4d74
https://hdl.handle.net/11572/437937
https://ieeexplore.ieee.org/document/10555151/authors#authors
https://doi.org/10.1109/JSTARS.2024.3413323

Contextual Meaning-Based Approach to Fine-Grained Online Product Review Analysis for Product Design

Authors: Kyunghoon Park Seyoung Park Junegak Joung

Source: IEEE Access, Vol 12, Pp 4225-4238 (2024)

Subject Terms: 0202 electrical engineering, electronic engineering, information engineering, Bidirectional encoder representations from transformers (BERT), product design, online product review, Electrical engineering. Electronics. Nuclear engineering, 02 engineering and technology, customer opinion, polysemy word, contextual meaning, TK1-9971

Access URL: https://doaj.org/article/fd570ba791df4e919fee29bd2bfe3c4f

Empowering Network Security: BERT Transformer Learning Approach and MLP for Intrusion Detection in Imbalanced Network Traffic

Authors: Ali, Zeeshan Tiberti, Walter Marotta, Andrea et al.

Source: IEEE Access, Vol 12, Pp 137618-137633 (2024)

Subject Terms: multi-layer perceptron (MLP), Feature extraction, Telecommunication traffic, Computer crime, Security, Intrusion detection, NSL_KDD, Machine learning, cybersecurity, Bidirectional encoder representations from transformers (BERT), network intrusion detection system (NIDS), Electrical engineering. Electronics. Nuclear engineering, imbalance dataset, TK1-9971

File Description: application/pdf

Access URL: https://doaj.org/article/5d18f669bb394a61990b72dc233c6eb3

Named Entity Recognition in Aviation Products Domain Based on BERT

Authors: Mingye Yang Bernadin Namoano Maryam Farsi et al.

Source: IEEE Access, Vol 12, Pp 189710-189721 (2024)

Subject Terms: knowledge graph, bidirectional encoder representations from transformers (BERT), bidirectional long short-term memory network (Bi-LSTM), Electrical engineering. Electronics. Nuclear engineering, named entity recognition (NER), Aviation, TK1-9971

Access URL: https://doaj.org/article/58fbd636874e47b8bc0177f221398e6d

Fake News Classification Methodology With Enhanced BERT

Authors: Ammar Oad Muhammad Hamza Farooq Amna Zafar et al.

Source: IEEE Access, Vol 12, Pp 164491-164502 (2024)

Subject Terms: gradient boosting classifier, machine learning (ML), Bidirectional encoder representations from transformers (BERT), transformers, Electrical engineering. Electronics. Nuclear engineering, natural language processing, fake news classification, TK1-9971

Access URL: https://doaj.org/article/c5e046f1d9204eee97cf71c897c6c331

Web Attacks Detection Method Based on BERT with Multi-Model Fusion

Authors: YUAN Pingyu, QIU Lin

Source: Jisuanji gongcheng, Vol 50, Iss 11, Pp 197-206 (2024)

Subject Terms: web attacks detection, bidirectional encoder representations from transformers(bert), multi-model fusion, http request, text convolutional neural network(textcnn), bidirectional long short-term memory(bilstm) network, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20241119.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/42a55c4b8fe94663aea42e3e9a0eb480

Research on Event Extraction for Administrative Law Enforcement Case Texts

Authors: QU Xiaoya, LI Bing, WEN Liqiang

Source: Jisuanji gongcheng, Vol 50, Iss 9, Pp 63-71 (2024)

Subject Terms: administrative law enforcement case, event extraction, two-stage method, bidirectional encoder representations from transformers (bert) model, bi-directional long short-term memory network with conditional random field (bilstm-crf) model, Computer engineering. Computer hardware, TK7885-7895, Computer software, QA76.75-76.765

File Description: electronic resource

Relation: https://www.ecice06.com/fileup/1000-3428/PDF/20240906.pdf; https://doaj.org/toc/1000-3428

Access URL: https://doaj.org/article/6c5320f6666b4fb2af7d09c0aa1eee2f

BERT-based two-channel neural network model text emotion analysis

Authors: Mei , Yingying Abisado , Mideth

Source: Salud, Ciencia y Tecnología

Subject Terms: Bidirectional Encoder Representations from Transformers (BERT), Two-Channel Neural Network, text emotion, Augmented Recurrent Neural Networks-mutated Unidirectional Long Short-Term Memory (ARNN-Uni-LSTM)

File Description: application/pdf

Relation: https://sct.ageditor.ar/index.php/sct/article/view/1444

Availability: https://sct.ageditor.ar/index.php/sct/article/view/1444
https://doi.org/10.56294/saludcyt20251444