Review of image classification based on deep learning by Fu SU, Qin LV, Renze LUO

Subjects: “…deep learning;image classification;auto-encoders;deep belief networks;CNN…”
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Contextual information based anomaly detection for multi-scene aerial videos by Girisha S, Ujjwal Verma, Manohara M M. Pai, Radhika M. Pai

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Abnormal event detection in surveillance videos through LSTM auto-encoding and local minima assistance by Erkan Sengonul, Refik Samet, Qasem Abu Al-Haija, Ali Alqahtani, Rayan A. Alsemmeari, Bandar Alghamdi, Badraddin Alturki, Abdulaziz A. Alsulami

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Generalized hybrid LiFi-WiFi UniPHY learning framework towards intelligent UAV-based indoor networks by Rizwana Ahmad, Dil Nashin Anwar, Haythem Bany Salameh, Hany Elgala, Moussa Ayyash, Sufyan Almajali, Reyad El-Khazali

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A Deep Variational Approach to Multiterminal Joint Source-Channel Coding Based on Information Bottleneck Principle by Shayan Hassanpour, Matthias Hummert, Dirk Wubben, Armin Dekorsy

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A Convolution Auto-Encoders Network for Aero-Engine Hot Jet FT-IR Spectrum Feature Extraction and Classification by Shuhan Du, Wei Han, Zhenping Kang, Yurong Liao, Zhaoming Li

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A Hybrid Deep Learning Model for Network Intrusion Detection System Using Seq2Seq and ConvLSTM-Subnets by S. Hariharan, Y. Annie Jerusha, G. Suganeshwari, S. P. Syed Ibrahim, Uday Tupakula, Vijay Varadharajan

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Wildfire Early Warning System Based on a Smart CO₂ Sensors Network by Alessio De Rango, Luca Furnari, Fabio Cortale, Alfonso Senatore, Giuseppe Mendicino

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PPFL-DCS: Privacy-Preserving Federated Learning Using Neural Transformer and Leveraging Dynamic Client Selection to Accommodate Data Diversity by Nakul Mehta, Nitesh Bharot, John G. Breslin, Priyanka Verma

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A semantic‐based method for analysing unknown malicious behaviours via hyper‐spherical variational auto‐encoders by Yi‐feng Wang, Yuan‐bo Guo, Chen Fang

Subjects: “…hyper‐spherical variational auto‐encoders…”
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Solving Data Overlapping Problem Using A Class‐Separable Extreme Learning Machine Auto‐Encoder by Ekkarat Boonchieng, Wanchaloem Nadda

Subjects: “…auto‐encoding…”
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Efficient and Fast Light Field Compression via VAE-Based Spatial and Angular Disentanglement by Soheib Takhtardeshir, Roger Olsson, Christine Guillemot, Marten Sjostrom

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An Effective Deep Neural Network Architecture for EEG-Based Recognition of Emotions by Khadidja Henni, Neila Mezghani, Amar Mitiche, Lina Abou-Abbas, Amel Benazza-Ben Yahia

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Spectrum Sensing Meets ISAC: An Spectrum Detection Scheme for ISAC Services Based on Improved Denoising Auto-Encoder and CNN by Yuebo Li, Hengguo Song, Xiaoyang Ren, Zhiyue Zhang, Sichao Cheng, Xiaojun Jing

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Aero-Engine Fault Detection with an LSTM Auto-Encoder Combined with a Self-Attention Mechanism by Wenyou Du, Jingyi Zhang, Guanglei Meng, Haoran Zhang

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Exploring pattern-specific components associated with hand gestures through different sEMG measures by Yangyang Yuan, Jionghui Liu, Chenyun Dai, Xiao Liu, Bo Hu, Jiahao Fan

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Deep Learning-Assisted Compound Bioactivity Estimation Framework by Yasmine Eid Mahmoud Yousef, Ayman El-Kilany, Farid Ali, Yassin M. Nissan, Ehab E. Hassanein

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Visual impairment prevention by early detection of diabetic retinopathy based on stacked auto-encoder by Shagufta Almas, Fazli Wahid, Sikandar Ali, Ahmed Alkhyyat, Kamran Ullah, Jawad Khan, Youngmoon Lee

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Noise Reduction in CWRU Data Using DAE and Classification with ViT by Jun-gyo Jang, Soon-sup Lee, Se-yun Hwang, Jae-chul Lee

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Analysis method combining improved AE algorithm and signal reconstruction in mechanical faults by Zhenhua Niu

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