Malware Detection in Internet of Things Devices Through the Utilization of Deep Sparse Autoencoders and Signal Processing Methods

Authors: Fouad, Laith, Ansaf, Zainab Mohanad, Ahmed, Ahmed Hussein, Bashar, Mustafa, Saber, Ali Ali

Source: 2025 IEEE 4th International Conference on Computing and Machine Intelligence (ICMI) Computing and Machine Intelligence (ICMI), 2025 IEEE 4th International Conference on. :1-5 Apr, 2025

Relation: 2025 IEEE 4th International Conference on Computing and Machine Intelligence (ICMI)

Deep Learning-based Alzheimer's Detection: A Novel Approach

Authors: A N, Saritha, Kattennanavar, Gagandeep, K S, Anagha, S A, Amulya, H M, Akshanth

Source: 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF) Computing for Sustainability and Intelligent Future (COMP-SIF), 2025 International Conference on. :1-7 Mar, 2025

Relation: 2025 International Conference on Computing for Sustainability and Intelligent Future (COMP-SIF)

Mammo-SAE : Interpreting Breast Cancer Concept Learning with Sparse Autoencoders

Authors: Nakka, Krishna Kanth^Aff16

Contributors: Goos, Gerhard, Founding Editor^Aff1, Hartmanis, Juris, Founding Editor^Aff2, Bertino, Elisa, Series Editor^Aff3, Gao, Wen, Series Editor^Aff4, Steffen, Bernhard, Series Editor^Aff5, Yung, Moti, Series Editor^Aff6, Zhang, Tianyu, editor^Aff7, Saldanha, Oliver Lester, editor^Aff8, Han, Luyi, editor^Aff9, Rasoolzadeh, Nika, editor^Aff10, Garrucho Moras, Lidia, editor^Aff11, van Dijk, Jarek, editor^Aff12, Tan, Tao, editor^Aff13, Kather, Jakob Nikolas, editor^Aff14, Mann, Ritse, editor^Aff15

Source: Artificial Intelligence and Imaging for Diagnostic and Treatment Challenges in Breast Care : Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025, Daejeon, South Korea, September 23, 2025, Proceedings. 16142:11-20

CytoSAE: Interpretable Cell Embeddings for Hematology

Authors: Dasdelen, Muhammed Furkan^Aff16, Lim, Hyesu^{Aff16, Aff17}, Buck, Michele^Aff18, Götze, Katharina S.^Aff18, Marr, Carsten^Aff16, Schneider, Steffen^{Aff16, Aff19}

Contributors: Hartmanis, Juris, Founding Editor^Aff1, Goos, Gerhard, Founding Editor^Aff2, Bertino, Elisa, Series Editor^Aff3, Gao, Wen, Series Editor^Aff4, Steffen, Bernhard, Series Editor^Aff5, Yung, Moti, Series Editor^Aff6, Gee, James C., editor^Aff7, Alexander, Daniel C., editor^Aff8, Hong, Jaesung, editor^Aff9, Iglesias, Juan Eugenio, editor^Aff10, Sudre, Carole H., editor^Aff11, Venkataraman, Archana, editor^Aff12, Golland, Polina, editor^Aff13, Kim, Jong Hyo, editor^Aff14, Park, Jinah, editor^Aff15

Source: Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 : 28th International Conference, Daejeon, South Korea, September 23–27, 2025, Proceedings, Part XIV. 15973:77-86

An adaptive deep learning approach based on InBNFus and CNNDen-GRU networks for breast cancer and maternal fetal classification using ultrasound images

Authors: Fatima, Mamuna, Khan, Muhammad Attique^{Aff2, IDs4159802503402z_cor1}, Mirza, Anwar M., Shin, Jungpil, Alasiry, Areej, Marzougui, Mehrez, Cha, Jaehyuk, Chang, Byoungchol^{Aff5, IDs4159802503402z_cor2}

Source: Scientific Reports. 15(1)

Using Sparse Autoencoders to Perform Blind Source Separation of High-Density Myoelectric Signal

Authors: Romano, Marcelo Ramos, Duarte, Leonardo Tomazeli, Elias, Leonardo Abdala

Source: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP) Machine Learning for Signal Processing (MLSP), 2023 IEEE 33rd International Workshop on. :1-6 Sep, 2023

Relation: 2023 IEEE 33rd International Workshop on Machine Learning for Signal Processing (MLSP)

Rolling Bearing Fault Diagnosis Based on Optimized VMD and SSAE

Authors: Chang, B., Zhao, X., Guo, D., Zhao, S., Fei, J.

Source: IEEE Access Access, IEEE. 12:130746-130762 2024

Surface Roughness Prediction Method of Milling Based on NCA-SAE

Authors: Wang, Jingshu, Chen, Tao, Zhou, Wu, Ma, Jinghua, Chu, Xingrong

Source: 2023 5th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP) Intelligent Control, Measurement and Signal Processing (ICMSP), 2023 5th International Conference on. :1029-1032 May, 2023

Relation: 2023 5th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP)

Deep Neural Network Based on A Stacked Autoencoder For 3D-Finger Knuckle Recognition

Authors: Al-Janabi, Dua'a Hamed, Al-Juboori, Ali Mohsin

Source: 2023 International Conference on Information Technology, Applied Mathematics and Statistics (ICITAMS) Information Technology, Applied Mathematics and Statistics (ICITAMS),2023 International Conference on. :140-144 Mar, 2023

Relation: 2023 International Conference on Information Technology, Applied Mathematics and Statistics (ICITAMS)

SRL-SOA: Self-Representation Learning with Sparse 1D-Operational Autoencoder for Hyperspectral Image Band Selection

Authors: Ahishali, Mete, Kiranyaz, Serkan, Ahmad, Iftikhar, Gabbouj, Moncef

Source: 2022 IEEE International Conference on Image Processing (ICIP) Image Processing (ICIP), 2022 IEEE International Conference on. :2296-2300 Oct, 2022

Relation: 2022 IEEE International Conference on Image Processing (ICIP)

Towards Unsupervised Speaker Diarization System for Multilingual Telephone Calls Using Pre-trained Whisper Model and Mixture of Sparse Autoencoders

Authors: Lam, Phat^Aff10, Pham, Lam^Aff11, Nguyen, Truong^Aff10, Ngo, Dat^Aff12, Pham, Thinh^Aff13, Nguyen, Tin^Aff10, Nguyen, Loi Khanh^Aff10, Schindler, Alexander^Aff11

Contributors: Li, Gang, Series Editor^Aff1, Filipe, Joaquim, Series Editor^Aff2, Xu, Zhiwei, Series Editor^Aff3, Buntine, Wray, editor^Aff4, Fjeld, Morten, editor^Aff5, Tran, Truyen, editor^Aff6, Tran, Minh-Triet, editor^Aff7, Huynh Thi Thanh, Binh, editor^Aff8, Miyoshi, Takumi, editor^Aff9

Source: Information and Communication Technology : 13th International Symposium, SOICT 2024, Danang, Vietnam, December 13–15, 2024, Proceedings, Part I. 2350:39-53

Tool wear monitoring for robotic milling based on multi-dimensional stacked sparse autoencoders and bidirectional LSTM networks with singularity features

Authors: Zhou, Chang’an, Zhang, Kaixing, Xu, Jiawei, Guo, Kai^{Aff1, IDs00170025150268_cor1}, Liu, Xin, Hu, Bingyin, Wang, Gang

Source: The International Journal of Advanced Manufacturing Technology. :1-15

A novel multichannel sparse convolutional autoencoder for electrocardiogram signal compression

Authors: Bekiryazıcı, Tahir, Damkacı, Mehmet, Aydemir, Gürkan ^⁎, Gürkan, Hakan

Source: In Journal of Electrocardiology November-December 2025 93

Identification of critical brain regions for autism diagnosis from fMRI data using explainable AI: an observational analysis of the ABIDE dataset

Authors: Vidya, Suryansh, Gupta, Kush, Aly, Amir ^∗, Wills, Andy, Ifeachor, Emmanuel, Shankar, Rohit

Source: In eClinicalMedicine October 2025 88

Securing Critical Infrastructure Through Innovative Use Of Merged Hierarchical Deep Neural Networks

Authors: Gupta, Lav

Source: 2021 18th International Conference on Privacy, Security and Trust (PST) Privacy, Security and Trust (PST), 2021 18th International Conference on. :1-8 Dec, 2021

Relation: 2021 18th International Conference on Privacy, Security and Trust (PST)

Enhanced fault detection in digital VLSI circuits using convolutional autoencoders

Authors: Savalam, Chandrasekhar ^{a, ⁎}, Medisetti, Sanjay ^a, Korapati, Prasanti ^b

Source: In Integration March 2026 107

Distance Invariant Sparse Autoencoder for Wireless Signal Strength Mapping

Authors: Miyagusuku, Renato, Ozaki, Koichi

Source: 2021 IEEE/SICE International Symposium on System Integration (SII) System Integration (SII), 2021 IEEE/SICE International Symposium on. :29-34 Jan, 2021

Relation: 2021 IEEE/SICE International Symposium on System Integration (SII)

CoCoChain: A Concept-Aware Consensus Protocol for Secure Sensor Data Exchange in Vehicular Ad Hoc Networks

Authors: Rubén Juárez, Ruben Nicolas-Sans, José Fernández Tamames

Source: Sensors, Vol 25, Iss 19, p 6226 (2025)

Subject Terms: VANET, blockchain consensus, concept-aware protocols, sparse autoencoders, continuous concept mixing, internet of vehicles, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/25/19/6226; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/8e075bbcd04d471cb1f52949aed288f0

Regression based robotic grasp detection using Deep learning and Autoencoders

Authors: Goyal, Pragya, Shukla, Priya, Nandi, G. C.

Source: 2020 IEEE 4th Conference on Information & Communication Technology (CICT) Information & Communication Technology (CICT), 2020 IEEE 4th Conference on. :1-6 Dec, 2020

Relation: 2020 IEEE 4th Conference on Information & Communication Technology (CICT)

Hierarchical Deep Learning for Cybersecurity of Critical Service Systems

Authors: Gupta, Lav

Source: 2020 Fourth World Conference on Smart Trends in Systems, Security and Sustainability (WorldS4) Smart Trends in Systems, Security and Sustainability (WorldS4), 2020 Fourth World Conference on. :346-351 Jul, 2020

Relation: 2020 Fourth World Conference on Smart Trends in Systems Security and Sustainablity (WorldS4)