📄A Comprehensive Survey on Community Detection with Deep Learning
📘Journal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
📘Journal: IEEE Transactions on Neural Networks and Learning Systems(I.F=14.255)
🗓Publish year: 2021
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #community_detection #deep_learning #survey
👍1
Complex networks and deep learning for EEG signal analysis.pdf
3 MB
📄Complex networks and deep learning for EEG signal analysis
📘Journal: Cognitive Neurodynamics (I.F=3.473)
🗓Publish year: 2021
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #signal_analysis #deep_learning
📘Journal: Cognitive Neurodynamics (I.F=3.473)
🗓Publish year: 2021
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #signal_analysis #deep_learning
📄A Survey Of Link Prediction In Social Network Using Deep Learning Approach
📘Journal: International Journal of Scientific & Technology Research
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_Learning
📘Journal: International Journal of Scientific & Technology Research
🗓Publish year: 2020
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_Learning
📘 Deep Learning on Graphs
💥Free online book by Yao Ma and Jiliang Tang
📎 Study the book
📲Channel: @ComplexNetworkAnalysis
#book #Graph #Deep_Learning
💥Free online book by Yao Ma and Jiliang Tang
📎 Study the book
📲Channel: @ComplexNetworkAnalysis
#book #Graph #Deep_Learning
📄deep learning for Complex Networks
💥research paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #deep_Learning
💥research paper
🌐 Study
📲Channel: @ComplexNetworkAnalysis
#paper #deep_Learning
TU Delft
Deep learning for complex networks
🎞 2022 Keynote: Deep learning with Knowledge Graphs
💥Free recorded Tutorial on Deep learning with Knowledge Graphs
💥In this talk will discuss recent methodological advancements that automatically learn to encode graph structure into low-dimensional embeddings. will also discuss industrial applications, software frameworks, benchmarks, and challenges with scaling-up graph learning systems
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Deep_learning #knowledge_graphs
YouTube
"Graph Neural Networks and Knowledge Graph
💥Free recorded Tutorial on Deep learning with Knowledge Graphs
💥In this talk will discuss recent methodological advancements that automatically learn to encode graph structure into low-dimensional embeddings. will also discuss industrial applications, software frameworks, benchmarks, and challenges with scaling-up graph learning systems
📽 Watch
📱Channel: @ComplexNetworkAnalysis
#video #Deep_learning #knowledge_graphs
YouTube
"Graph Neural Networks and Knowledge Graph
YouTube
KGC 2022 Keynote: 'Deep Learning with Knowledge Graphs' by Stanford's Prof. Jure Leskovec
In this keynote, Stanford University's Professor Jure Leskovec discusses the recent methodological advancements that automatically learn to encode graph structure into low-dimensional embedding.
He also presents the industrial applications, software frameworks…
He also presents the industrial applications, software frameworks…
👍2
📄Deep Learning on Graphs: A Survey
📘 Journal: IEEE Transactions on Knowledge and Data Engineering
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #GNN #Deep_learning #Survey
📘 Journal: IEEE Transactions on Knowledge and Data Engineering
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #GNN #Deep_learning #Survey
👍4
📄A survey on deep learning based Point-of-Interest (POI) recommendations
📘 Journal: Neurocomputing (I.F= 6)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #POI #recommendation #survey
📘 Journal: Neurocomputing (I.F= 6)
🗓Publish year: 2020
📎Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #POI #recommendation #survey
👍2🤩1
📄Toward Point-of-Interest Recommendation Systems: A Critical Review on Deep-Learning Approaches
📘 Journal: Electronics (I.F=10.835)
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Recommendation_Systems #Deep_Learning #Review
📘 Journal: Electronics (I.F=10.835)
🗓Publish year: 2022
📎Study paper
📲Channel: @ComplexNetworkAnalysis
#paper #Recommendation_Systems #Deep_Learning #Review
❤3👍2
📃 Drug-drug interactions prediction based on deep learning and knowledge graph: a review
📘 Journal: iScience (I.F=6.107)
🗓 Publish year: 2024
🧑💻Authors: Huimin Luo, Weijie Yin, Jianlin Wang, Wenjuan Liang, Junwei Luo, Chaokun Yan
🏢University: Henan University, Kaifeng, China, Henan Polytechnic University, Jiaozuo, China
📎 Study the paper
📱Channel: @ComplexNetworkAnalysis
#paper #Drug #prediction #Deep_learning #knowledge_graph #review
📘 Journal: iScience (I.F=6.107)
🗓 Publish year: 2024
🧑💻Authors: Huimin Luo, Weijie Yin, Jianlin Wang, Wenjuan Liang, Junwei Luo, Chaokun Yan
🏢University: Henan University, Kaifeng, China, Henan Polytechnic University, Jiaozuo, China
📎 Study the paper
📱Channel: @ComplexNetworkAnalysis
#paper #Drug #prediction #Deep_learning #knowledge_graph #review
👍1
Human_DNARNA_motif_mining_using_deep_learning_methods_a_scoping.pdf
2.3 MB
📃 Human DNA/RNA motif mining using deep-learning methods: a scoping review
📘 Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F=1.077)
🗓 Publish year: 2023
🧑💻Authors: Rajashree Chaurasia & Udayan Ghose
🏢Universities: Guru Gobind Singh Indraprastha University
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #motif #education #review #DNA #RNA #deep_learning
📘 Journal: Network Modeling Analysis in Health Informatics and Bioinformatics (I.F=1.077)
🗓 Publish year: 2023
🧑💻Authors: Rajashree Chaurasia & Udayan Ghose
🏢Universities: Guru Gobind Singh Indraprastha University
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #motif #education #review #DNA #RNA #deep_learning
👍4❤1
📃Comprehensive evaluation of deep and graph learning on drug–drug interactions prediction
📘 Journal: Briefings in Bioinformatics(I.F=13.994)
🗓 Publish year: 2023
🧑💻Authors: Xuan Lin, Lichang Dai, Yafang Zhou, Zu-Guo Yu, Wen Zhang, Jian-Yu Shi, Dong-Sheng Cao, Li Zeng, Haowen Chen, Bosheng Song, Philip S Yu, Xiangxiang Zeng
🏢Universities: Xiangtan University, Huazhong Agricultural University, Hunan University,
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #drug_drug_interactions #Graph_Learning #deep_learning #prediction
📘 Journal: Briefings in Bioinformatics(I.F=13.994)
🗓 Publish year: 2023
🧑💻Authors: Xuan Lin, Lichang Dai, Yafang Zhou, Zu-Guo Yu, Wen Zhang, Jian-Yu Shi, Dong-Sheng Cao, Li Zeng, Haowen Chen, Bosheng Song, Philip S Yu, Xiangxiang Zeng
🏢Universities: Xiangtan University, Huazhong Agricultural University, Hunan University,
📎 Study the paper
📲Channel: @ComplexNetworkAnalysis
#paper #drug_drug_interactions #Graph_Learning #deep_learning #prediction
👍2❤1
📃 Graph Time-series Modeling in Deep Learning: A Survey
🗓 Publish year: 2024
📘Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (I.F=3.6)
🧑💻Authors: Hongjie Che, Hoda Eldardiry
🏢University: Virginia Tech, USA
📎 Study the paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Time_series #Deep_learning #survey
🗓 Publish year: 2024
📘Journal: ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA (I.F=3.6)
🧑💻Authors: Hongjie Che, Hoda Eldardiry
🏢University: Virginia Tech, USA
📎 Study the paper
📱Channel: @ComplexNetworkAnalysis
#paper #Graph #Time_series #Deep_learning #survey
👍3
🎓Deep learning for graph structured data
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Dwivedi Vijay Prakash
🏢University: Nanyang Technological University, Singapore
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
📘Doctoral thesis
🗓Publish year: 2024
🧑💻Author: Dwivedi Vijay Prakash
🏢University: Nanyang Technological University, Singapore
📎Study Thesis
📱Channel: @ComplexNetworkAnalysis
#Thesis #Deep_learning #structured_data
👍2👏1
Forwarded from Bioinformatics
🎓New graph learning approaches for exploring gene and protein function
📗Doctoral Thesis from ETH Zurich
🗓Publish year: 2024
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #network #gene #protein #graph #deep_learning #gnn
📗Doctoral Thesis from ETH Zurich
🗓Publish year: 2024
📎 Study thesis
📲Channel: @Bioinformatics
#thesis #network #gene #protein #graph #deep_learning #gnn
📃A Comprehensive Survey on Deep Graph Representation Learning
🗓 Publish year: 2024
📘Journal: Neural Networks(I.F=6)
🧑💻Authors: Wei Ju a, Zheng Fang b, Yiyang Gu a, Zequn Liu a, Qingqing Long c, Ziyue Qiao d, Yifang Qin a, Jianhao Shen a, Fang Sun e, Zhiping Xiao e, Junwei Yang a, Jingyang Yuan a, Yusheng Zhao a, Yifan Wang f, Xiao Luo e, Ming Zhang
🏢Universities: Peking University, Beijing, 100871, China.
The Hong Kong University of Science and Technology, Guangzhou, 511453, China.
University of California, Los Angeles, 90095, USA.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #Representation_Learning #survey
🗓 Publish year: 2024
📘Journal: Neural Networks(I.F=6)
🧑💻Authors: Wei Ju a, Zheng Fang b, Yiyang Gu a, Zequn Liu a, Qingqing Long c, Ziyue Qiao d, Yifang Qin a, Jianhao Shen a, Fang Sun e, Zhiping Xiao e, Junwei Yang a, Jingyang Yuan a, Yusheng Zhao a, Yifan Wang f, Xiao Luo e, Ming Zhang
🏢Universities: Peking University, Beijing, 100871, China.
The Hong Kong University of Science and Technology, Guangzhou, 511453, China.
University of California, Los Angeles, 90095, USA.
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Deep_learning #Representation_Learning #survey
📃A Comprehensive Review of Propagation Models in Complex Networks: From Deterministic to Deep Learning Approaches
🗓 Publish year: 2024
🧑💻Authors: Bin Wu, Sifu Luo and C. Steve Suh
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Propagation_Models #Deterministic #Deep_learning #review
🗓 Publish year: 2024
🧑💻Authors: Bin Wu, Sifu Luo and C. Steve Suh
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Propagation_Models #Deterministic #Deep_learning #review
🔥2
📃Network link prediction via deep learning method: A comparative analysis with traditional methods
🗓 Publish year: 2024
📘Journal: Engineering Science and Technology, an International Journal (I.F=5.1)
🧑💻Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi
🏢Universities: Islamic Azad University, Qeshm Branch, Qeshm, Iran
Islamic Azad University, Tabriz Branch, Tabriz, Iran
National Yunlin University of Science and Technology, Douliou, Yunlin 64002, Taiwan
Western Caspian University, Baku, Azerbaijan
Duy Tan University, Da Nang, Viet Nam
Duy Tan University, School of Medicine and Pharmacy, Da Nang, Viet Nam
Islamic Azad University, South Tehran Branch, Tehran, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
🗓 Publish year: 2024
📘Journal: Engineering Science and Technology, an International Journal (I.F=5.1)
🧑💻Authors: Gholamreza Zare, Nima Jafari Navimipour, Mehdi Hosseinzadeh, Amir Sahafi
🏢Universities: Islamic Azad University, Qeshm Branch, Qeshm, Iran
Islamic Azad University, Tabriz Branch, Tabriz, Iran
National Yunlin University of Science and Technology, Douliou, Yunlin 64002, Taiwan
Western Caspian University, Baku, Azerbaijan
Duy Tan University, Da Nang, Viet Nam
Duy Tan University, School of Medicine and Pharmacy, Da Nang, Viet Nam
Islamic Azad University, South Tehran Branch, Tehran, Iran
📎 Study paper
📱Channel: @ComplexNetworkAnalysis
#paper #Link_Prediction #Deep_learning #traditional
📄In-depth survey: deep learning in recommender systems—exploring prediction and ranking models, datasets, feature analysis, and emerging trends
📘 Journal: Neural Computing and Applications
🗓 Publish year: 2025
🧑💻Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
🏢University: University of Tasmania - Launceston Campus, Australia
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning
📘 Journal: Neural Computing and Applications
🗓 Publish year: 2025
🧑💻Authors: Shivangi Gheewala, Shuxiang Xu & Soonja Yeom
🏢University: University of Tasmania - Launceston Campus, Australia
📎 Study the paper
⚡️Channel: @ComplexNetworkAnalysis
#review #recommender_system #deep_learning