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11,793 results

2. Multi-Feature-Enhanced Academic Paper Recommendation Model with Knowledge Graph

Author

Le Wang, Wenna Du, and Zehua Chen

Subjects
academic paper recommendation, knowledge graph, neural networks, attention mechanism, sequential recommendation, Technology, Engineering (General). Civil engineering (General), TA1-2040, Biology (General), QH301-705.5, Physics, QC1-999, Chemistry, QD1-999
Abstract

This paper addresses the challenges of data sparsity and personalization limitations inherent in current recommendation systems when processing extensive academic paper datasets. To overcome these issues, the present work introduces an innovative recommendation model that integrates the wealth of structured information from knowledge graphs and refines the amalgamation of temporal and relational data. By applying attention mechanisms and neural network technologies, the model thoroughly explores the text characteristics of papers and the evolving patterns of user behaviors. Additionally, the model elevates the accuracy and personalization of recommendations by meticulously examining citation patterns among papers and the networks of author collaboration. The experimental findings show that the present model surpasses baseline models on all evaluation metrics, thereby enhancing the precision and personalization of academic paper recommendations.

Published
2024
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4. Object Detection Model Based on Attention Mechanism

Author

Han, Mengxue, Tang, Xiangyan, Yang, Yue, Huang, Zhennan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Tian, Yuan, editor, Ma, Tinghuai, editor, and Khan, Muhammad Khurram, editor

Published
2024
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5. The Bilinear-MAC Network for Visual Reasoning

Author

Zeng, Jiaxing, Zheng, Wangli, Lin, Yunhan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Pan, Linqiang, editor, Wang, Yong, editor, and Lin, Jianqing, editor

Published
2024
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6. Lithology Identification Method Based on CNN-LSTM-Attention: A Case Study of Huizhou Block in South China Sea

Author

Liu, Zhikun, Yan, Xuedong, She, Yanhong, Zhang, Fan, Shi, Chongdong, Wang, Liupeng, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fang, Lu, editor, Pei, Jian, editor, Zhai, Guangtao, editor, and Wang, Ruiping, editor

Published
2024
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13. Artificial Intelligence Empowered Language Models: A Review

Author

Negi, Aradhana, Verma, Charu Vaibhav, Tayyebi, Yakuta, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Das, Swagatam, editor, Saha, Snehanshu, editor, Coello Coello, Carlos A., editor, and Bansal, Jagdish C., editor

Published
2024
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14. Fashion Label Relation Networks for Attribute Recognition

Author

Wang, Tongyang, Huang, Yan, Qian, Jianjun, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fang, Lu, editor, Pei, Jian, editor, Zhai, Guangtao, editor, and Wang, Ruiping, editor

Published
2024
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15. Airport Boarding Bridge Pedestrian Detection Based on Spatial Attention and Joint Crowd Density Estimation

Author

Han, Xu, Wan, Hao, Tang, Wenxiao, Kang, Wenxiong, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fang, Lu, editor, Pei, Jian, editor, Zhai, Guangtao, editor, and Wang, Ruiping, editor

Published
2024
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16. Knowledge Graph Embedding Based on Triple Multilayer Perceptron

Author

Hou, Zhihou, Zhou, Junxiang, Xu, Tianwei, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Gan, Jianhou, editor, Pan, Yi, editor, Zhou, Juxiang, editor, Liu, Dong, editor, Song, Xianhua, editor, and Lu, Zeguang, editor

Published
2024
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17. Explicit Coordination Based Multi-agent Reinforcement Learning for Intelligent Traffic Signal Control

Author

Li, Yixuan, Che, Qian, Zhou, Yifeng, Wang, Wanyuan, Jiang, Yichuan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Yuqing, editor, Lu, Tun, editor, Wang, Tong, editor, Fan, Hongfei, editor, Liu, Dongning, editor, and Du, Bowen, editor

Published
2024
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20. Object Detection with Depth Information in Road Scenes

Author

Liu, Ruowang, Chen, Xinbo, Tao, Bo, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Fuchun, editor, Meng, Qinghu, editor, Fu, Zhumu, editor, and Fang, Bin, editor

Published
2024
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22. Iris Recognition Network Based on Full Coordinate Attention

Author

Liu, Xina, Xu, Xinying, Zhang, Jiayan, Li, Pengyue, Tang, Jijun, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Fuchun, editor, Meng, Qinghu, editor, Fu, Zhumu, editor, and Fang, Bin, editor

Published
2024
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28. Road Traffic Waterlogging Detection Based on YOLOv5

Author

Liu, Jianqiang, Shang, Yujie, Li, Xingyao, Hao, Huizhen, Geng, Peng, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Jin, Hai, editor, Pan, Yi, editor, and Lu, Jianfeng, editor

Published
2024
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30. Content Selection in Abstractive Summarization with Biased Encoder Mixtures

Author

Chernyshev, Daniil, Dobrov, Boris, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Ignatov, Dmitry I., editor, Khachay, Michael, editor, Kutuzov, Andrey, editor, Madoyan, Habet, editor, Makarov, Ilya, editor, Nikishina, Irina, editor, Panchenko, Alexander, editor, Panov, Maxim, editor, Pardalos, Panos M., editor, Savchenko, Andrey V., editor, Tsymbalov, Evgenii, editor, Tutubalina, Elena, editor, and Zagoruyko, Sergey, editor

Published
2024
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31. Subject-Independent Brain-Computer Interfaces: A Comparative Study of Attention Mechanism-Driven Deep Learning Models

Author

Keutayeva, Aigerim, Abibullaev, Berdakh, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Choi, Bong Jun, editor, Singh, Dhananjay, editor, Tiwary, Uma Shanker, editor, and Chung, Wan-Young, editor

Published
2024
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32. A Deep Learning Framework for Assamese Toxic Comment Detection: Leveraging LSTM and BiLSTM Models with Attention Mechanism

Author

Neog, Mandira, Baruah, Nomi, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Das, Swagatam, editor, Saha, Snehanshu, editor, Coello Coello, Carlos A., editor, and Bansal, Jagdish C., editor

Published
2024
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33. Text-Oriented Modality Reinforcement Network for Multimodal Sentiment Analysis from Unaligned Multimodal Sequences

Author

Lei, Yuxuan, Yang, Dingkang, Li, Mingcheng, Wang, Shunli, Chen, Jiawei, Zhang, Lihua, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fang, Lu, editor, Pei, Jian, editor, Zhai, Guangtao, editor, and Wang, Ruiping, editor

Published
2024
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34. A Novel Neighborhood-Augmented Graph Attention Network for Sequential Recommendation

Author

Xu, Shuxiang, Xiang, Qibu, Fan, Yushun, Yan, Ruyu, Zhang, Jia, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Fang, Lu, editor, Pei, Jian, editor, Zhai, Guangtao, editor, and Wang, Ruiping, editor

Published
2024
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35. TGPPN: A Transformer and Graph Neural Network Based Point Process Network Model

Author

Qi, Qing, Shen, Shitong, Cao, Jian, Guan, Wei, Gan, Shiyu, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Yuqing, editor, Lu, Tun, editor, Wang, Tong, editor, Fan, Hongfei, editor, Liu, Dongning, editor, and Du, Bowen, editor

Published
2024
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40. Multi-Feature-Enhanced Academic Paper Recommendation Model with Knowledge Graph.

Author

Wang, Le, Du, Wenna, and Chen, Zehua

Subjects
KNOWLEDGE graphs, RECOMMENDER systems
Abstract

This paper addresses the challenges of data sparsity and personalization limitations inherent in current recommendation systems when processing extensive academic paper datasets. To overcome these issues, the present work introduces an innovative recommendation model that integrates the wealth of structured information from knowledge graphs and refines the amalgamation of temporal and relational data. By applying attention mechanisms and neural network technologies, the model thoroughly explores the text characteristics of papers and the evolving patterns of user behaviors. Additionally, the model elevates the accuracy and personalization of recommendations by meticulously examining citation patterns among papers and the networks of author collaboration. The experimental findings show that the present model surpasses baseline models on all evaluation metrics, thereby enhancing the precision and personalization of academic paper recommendations. [ABSTRACT FROM AUTHOR]

Published
2024
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41. Attention-Guided Neural Network for Face Mask Detection

Author

Zhang, Bowen, Li, Shuyi, Wang, Zhuming, Wu, Lifang, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Yongtian, Wang, editor, and Lifang, Wu, editor

Published
2023
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42. Transformers and Attention Mechanism for Website Classification and Porn Detection

Author

Yamoun, Lahcen, Guessoum, Zahia, Girard, Christophe, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Abelló, Alberto, editor, Vassiliadis, Panos, editor, Romero, Oscar, editor, Wrembel, Robert, editor, Bugiotti, Francesca, editor, Gamper, Johann, editor, Vargas Solar, Genoveva, editor, and Zumpano, Ester, editor

Published
2023
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43. A Improved Prior Box Generation Method for Small Object Detection

Author

Zhou, Ximin, Luo, Zhiming, Li, Shaozi, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Yuqing, editor, Lu, Tun, editor, Guo, Yinzhang, editor, Song, Xiaoxia, editor, Fan, Hongfei, editor, Liu, Dongning, editor, Gao, Liping, editor, and Du, Bowen, editor

Published
2023
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44. Multi-agent Adversarial Reinforcement Learning Algorithm Based on Reward Query Attention Mechanism

Author

Chen, Liwei, Jin, Dingquan, Wang, Tong, Chang, Yuan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Yuqing, editor, Lu, Tun, editor, Guo, Yinzhang, editor, Song, Xiaoxia, editor, Fan, Hongfei, editor, Liu, Dongning, editor, Gao, Liping, editor, and Du, Bowen, editor

Published
2023
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45. An Efficient Residual Convolutional Neural Network with Attention Mechanism for Smoke Detection in Outdoor Environment

Author

Chaturvedi, Shubhangi, Khanna, Pritee, Ojha, Aparajita, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Gupta, Deep, editor, Bhurchandi, Kishor, editor, Murala, Subrahmanyam, editor, Raman, Balasubramanian, editor, and Kumar, Sanjeev, editor

Published
2023
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47. Bit-Depth Enhancement with Distortion Sensitivity

Author

Liu, Jing, Li, Xin, Mi, Xiaofeng, Su, Yuting, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Zhai, Guangtao, editor, Zhou, Jun, editor, Yang, Hua, editor, Yang, Xiaokang, editor, An, Ping, editor, and Wang, Jia, editor

Published
2023
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48. A MobileNet Based Model for Tongue Shape Classification

Author

Wang, Shasha, Zheng, Ruijuan, Wang, Lin, Zhang, Mingchuan, Filipe, Joaquim, Editorial Board Member, Ghosh, Ashish, Editorial Board Member, Prates, Raquel Oliveira, Editorial Board Member, Zhou, Lizhu, Editorial Board Member, Sun, Fuchun, editor, Cangelosi, Angelo, editor, Zhang, Jianwei, editor, Yu, Yuanlong, editor, Liu, Huaping, editor, and Fang, Bin, editor

Published
2023
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49. A Real-Time Kiwifruit Detection Based on Improved YOLOv7

Author

Xia, Yi, Nguyen, Minh, Yan, Wei Qi, Goos, Gerhard, Founding Editor, Hartmanis, Juris, Founding Editor, Bertino, Elisa, Editorial Board Member, Gao, Wen, Editorial Board Member, Steffen, Bernhard, Editorial Board Member, Yung, Moti, Editorial Board Member, Yan, Wei Qi, editor, Nguyen, Minh, editor, and Stommel, Martin, editor

Published
2023
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50. TAGAN: an academic paper adversarial recommendation algorithm incorporating fine-grained semantic features

Author

Jinyang SUN, Baisong LIU, Hao REN, and Jiangbo QIAN

Subjects
paper recommendation, long and short-term memory network, generative adversarial network, attention mechanism, Telecommunication, TK5101-6720, Technology
Abstract

Academic paper recommendation aims to provide users with personalized paper resources.Collaborative filtering methods face the problems of highly sparse data and lack of negative samples.Considering the above challenges, an academic paper recommendation algorithm TAGAN（title and abstract GAN）which incorporated fine-grained semantic features was presented.Firstly, based on titles and abstracts provide abundant semantic features, convolutional neural networks (CNN) was used to extract the global features of the titles, a two-layer long and short-term memory network (LSTM) was built to model abstract words separately.At the same time, the attention mechanism was proposed to associate the title and the abstract semantically.Then, the semantic features of the paper were integrated into the recommendation framework based on generative adversarial network (GAN).The generative model will fit the user’s interest preferences and can effectively replace the negative sampling process.Finally,through the experimental comparison on the public dataset, TAGAN is better than the baseline models in all indicators, which verifies the effectiveness of TAGAN.

Published
2021
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