In this article, we propose a multi-level deep learning approach (MuDeLA) for intrusion detection systems (IDS). The MuDeLA is based on CNN and MLP to enhance the performance of detecting attacks in the IDS. The MuDeLA is evaluated by using various well-known benchmark datasets like KDDCup...
A deep-learning framework for multi-level peptide–protein interaction prediction多层次多肽-蛋白相互作用预测深度学习框架 本文的生物医学背景: Nat Commun | 曾坚阳团队开发蛋白-多肽相互作用预测的深度学习模型 (qq.com) 多肽涉及和参与生物体内各种细胞过程,比如信号传导、基因表达调控、细胞增殖和凋亡,在生物体...
Next, we investigated whether CAMP can also be applied to assess the binding affinity of peptide–protein pairs. Here, we made a comparison between CAMP and several baseline methods, including random forest (a conventional machine-learning based framework), DeepDTA (a deep-learning-based framework)...
https://github.com/andrew-j-levy/Hierarchical-Actor-Critc-HAC-github.com/andrew-j-levy/Hierarchical-Actor-Critc-HAC- 这篇文章提出了一种三层的分层结构(之前很多方法,包括MLSH,HIRO都是两层的),三层和两层我个人认为没什么太大的区别(文章也没太说明优越性),都是将大任务进行分解。除了这个之外,我...
we present a deep learning framework for multi-level peptide-protein interaction prediction, called CAMP, including binary peptide-protein interaction prediction and corresponding peptide binding residue identification. Comprehensive evaluation demonstrated that CAMP can successfully capture the binary interactions...
Deep Learning Based MIMO Communications We introduce a novel physical layer scheme for single user Multiple-Input Multiple-Output (MIMO) communications based on unsupervised deep learning using a... TJ O'Shea,Senior Member,IEEE,... 被引量: 56发表: 2017年 Deep Learning Detection Networks in MIMO...
Advanced deep learning for masked individual surveillance 2024, International Journal of Cognitive Computing in Engineering Citation Excerpt : The CMS employs an image dataset for its operations, while a separate video dataset was utilized to train the MobileNet-based violence detection model.however, use...
Learning Deep Multi-Level Similarity for Thermal Infrared Object Tracking (TMM20) Abstract In this paper, we propose a multi-level similarity model under a Siamese framework for robust Thermal Infrared (TIR) object tracking. Specifically, we compute different pattern similarities using the proposed mul...
Deep Learning in Radiation Oncology Treatment Planning for Prostate Cancer: A Systematic Review 2020, Journal of Medical Systems A convolutional neural network-based system to classify patients using FDG PET/CT examinations 2020, BMC Cancer Machine learning applications in prostate cancer magnetic resonance...
Multi-Level Confidence Learning for Trustworthy Multimodal Classification 作者:Xiao Zheng, Chang Tang, Zhiguo Wan, Chengyu Hu, Wei Zhang 期刊:AAAI 发表时间:2023 背景与动机 过去几年中,多模态学习已经被广泛研究,并在与单模态学习模型相比时通常获得显著的性能提升。然而,现有的多模态学习方法大多数在稳定性...