Deep Learning for IoT Big Data and Streaming Analytics: A Survey

9 December 2017

Papers citing "Deep Learning for IoT Big Data and Streaming Analytics: A Survey"

41 / 41 papers shown

Title
Enabling AutoML for Zero-Touch Network Security: Use-Case Driven Analysis Li Yang Mirna El Rajab Abdallah Shami Sami Muhaidat 85 6 0 28 Feb 2025
DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data Muhammad Sakib Khan Inan Kewen Liao Haifeng Shen Prem Prakash Jayaraman Dimitrios Georgakopoulos Ming Jian Tang 38 0 0 29 Mar 2024
Reinforcement Learning as a Parsimonious Alternative to Prediction Cascades: A Case Study on Image Segmentation Bharat Srikishan Anika Tabassum S. Allu Ramakrishnan Kannan Nikhil Muralidhar 53 1 0 19 Feb 2024
Self-Supervised Anomaly Detection of Rogue Soil Moisture Sensors Boje Deforce Bart Baesens Janie Diels E. S. Asensio 23 0 0 09 May 2023
Implementation Of Tiny Machine Learning Models On Arduino 33 BLE For Gesture And Speech Recognition V. Viswanatha Ramachandra A.C R. Prasanna Prem Chowdary Kakarla PJ VivekaSimha Nishanth Mohan 17 15 0 23 Jul 2022
Distributed intelligence on the Edge-to-Cloud Continuum: A systematic literature review Daniel Rosendo Alexandru Costan P. Valduriez Gabriel Antoniu 17 80 0 29 Apr 2022
Taking ROCKET on an Efficiency Mission: Multivariate Time Series Classification with LightWaveS Leonardos Pantiskas K. Verstoep Mark Hoogendoorn Henri E. Bal 34 6 0 04 Apr 2022
Graph Neural Networks in IoT: A Survey Guimin Dong Mingyue Tang Zhiyuan Wang Jiechao Gao Sikun Guo Lihua Cai Robert Gutierrez Brad Campbell Laura E. Barnes M. Boukhechba GNN AI4CE 40 96 0 29 Mar 2022
A Review of Open Source Software Tools for Time Series Analysis Yunus Parvej Faniband I. Ishak S. M. Sait AI4TS 21 6 0 10 Mar 2022
Robust Semantic Communications Against Semantic Noise Qiyu Hu Guangyi Zhang Zhijin Qin Yunlong Cai Guanding Yu Geoffrey Ye Li AAML 18 80 0 07 Feb 2022
Stochastic Coded Federated Learning with Convergence and Privacy Guarantees Yuchang Sun Jiawei Shao Songze Li Yuyi Mao Jun Zhang FedML 20 17 0 25 Jan 2022
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks G. Cerutti Lukas Cavigelli Renzo Andri Michele Magno Elisabetta Farella Luca Benini 26 14 0 10 Jan 2022
Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications Hugo Vinicius Bitencourt Luiz Augusto Facury de Souza Matheus Cascalho dos Santos Petrônio C. L. Silva F. G. Guimarães AI4TS 14 16 0 03 Dec 2021
Adaptive Anomaly Detection for Internet of Things in Hierarchical Edge Computing: A Contextual-Bandit Approach Mao V. Ngo Tie-Mei Luo Tony Q.S. Quek 27 14 0 09 Aug 2021
Randomly Initialized Convolutional Neural Network for the Recognition of COVID-19 using X-ray Images Safa Ben Atitallah Maha Driss W. Boulila Henda Ben Ghézala 38 42 0 17 May 2021
Pervasive AI for IoT applications: A Survey on Resource-efficient Distributed Artificial Intelligence Emna Baccour N. Mhaisen A. Abdellatif A. Erbad Amr M. Mohamed Mounir Hamdi Mohsen Guizani 28 86 0 04 May 2021
Software-Defined Edge Computing: A New Architecture Paradigm to Support IoT Data Analysis Di Wu Xiaofeng Xie Xiang Nie Bin Fu Hanhui Deng Haibo Zeng Zhijin Qin 11 4 0 22 Apr 2021
LogBERT: Log Anomaly Detection via BERT Haixuan Guo Shuhan Yuan Xintao Wu 21 214 0 07 Mar 2021
Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation Su Wang Mengyuan Lee Seyyedali Hosseinalipour Roberto Morabito M. Chiang Christopher G. Brinton FedML 77 110 0 04 Jan 2021
Empowering Things with Intelligence: A Survey of the Progress, Challenges, and Opportunities in Artificial Intelligence of Things Jing Zhang Dacheng Tao 36 462 0 17 Nov 2020
A Survey on Blockchain for Big Data: Approaches, Opportunities, and Future Directions N. Deepa Viet Quoc Pham Dinh C. Nguyen S. Bhattacharya B. Prabadevi Thippa Reddy Gadekallu Praveen Kumar Reddy Maddikunta Fang Fang P. Pathirana AI4CE 23 386 0 02 Sep 2020
CLAN: Continuous Learning using Asynchronous Neuroevolution on Commodity Edge Devices Parth Mannan A. Samajdar T. Krishna 31 2 0 27 Aug 2020
Challenges of AI in Wireless Networks for IoT Ijaz Ahmad Shahriar Shahabuddin T. Kumar E. Harjula M. Meisel M. Juntti T. Sauter M. Ylianttila 15 18 0 09 Jul 2020
Run-time Mapping of Spiking Neural Networks to Neuromorphic Hardware Adarsha Balaji T. Marty Anup Das F. Catthoor 27 24 0 11 Jun 2020
Deep Learning-Based Anomaly Detection in Cyber-Physical Systems: Progress and Opportunities Yuan Luo Ya Xiao Long Cheng Guojun Peng D. Yao 29 160 0 30 Mar 2020
Julia Language in Machine Learning: Algorithms, Applications, and Open Issues Kaifeng Gao Gang Mei F. Piccialli S. Cuomo Jingzhi Tu Zenan Huo 23 55 0 23 Mar 2020
Machine Learning for Intelligent Optical Networks: A Comprehensive Survey Rentao Gu Zeyuan Yang Yuefeng Ji 19 109 0 11 Mar 2020
Adaptive Anomaly Detection for IoT Data in Hierarchical Edge Computing Mao V. Ngo H. Chaouchi Tie-Mei Luo Tony Q.S. Quek 19 16 0 10 Jan 2020
3D-aCortex: An Ultra-Compact Energy-Efficient Neurocomputing Platform Based on Commercial 3D-NAND Flash Memories Mohammad Bavandpour Shubham Sahay M. Mahmoodi D. Strukov 16 29 0 07 Aug 2019
Distributed Deep Convolutional Neural Networks for the Internet-of-Things Simone Disabato M. Roveri Cesare Alippi 21 47 0 02 Aug 2019
Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges Lei Lei Yue Tan Kan Zheng Shiwen Liu K. Zheng Xuemin Shen Shen OffRL 21 202 0 22 Jul 2019
Should I Raise The Red Flag? A comprehensive survey of anomaly scoring methods toward mitigating false alarms Zahra Zohrevand U. Glässer AAML 13 11 0 14 Apr 2019
Twitter Speaks: A Case of National Disaster Situational Awareness Amir Karami Vishal Shah R. Vaezi Amit Bansal 20 123 0 07 Mar 2019
LEP-CNN: A Lightweight Edge Device Assisted Privacy-preserving CNN Inference Solution for IoT Yifan Tian Jiawei Yuan Shucheng Yu Yantian Hou 16 9 0 14 Jan 2019
Autonomous Deep Learning: Incremental Learning of Denoising Autoencoder for Evolving Data Streams Mahardhika Pratama Andri Ashfahani Yew-Soon Ong Savitha Ramasamy E. Lughofer 6 15 0 24 Sep 2018
Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks M. Mohammadi Ala I. Al-Fuqaha Jun-Seok Oh GAN 11 23 0 23 Apr 2018
Artificial Intelligence Enabled Software Defined Networking: A Comprehensive Overview Majd Latah Levent Toker AI4CE 32 98 0 19 Mar 2018
Deep Learning in Mobile and Wireless Networking: A Survey Chaoyun Zhang P. Patras Hamed Haddadi 45 1,304 0 12 Mar 2018
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 77 445 0 09 Jul 2016
EmoNets: Multimodal deep learning approaches for emotion recognition in video Samira Ebrahimi Kahou Xavier Bouthillier Pascal Lamblin Çağlar Gülçehre Vincent Michalski ... Aaron Courville Pascal Vincent Roland Memisevic C. Pal Yoshua Bengio 138 401 0 05 Mar 2015
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,638 0 03 Jul 2012