https://insideainews.com/tag/anomaly-detection/ Illuminating AI's Frontiers: Your Go-To News Destination. Fri, 23 Jun 2023 19:38:08 +0000 en-US hourly 1 https://wordpress.org/?v=6.6.1 https://insideainews.com/wp-content/uploads/2024/06/iain-favicon.png https://insideainews.com/tag/anomaly-detection/ 32 32 136462205 https://insideainews.com/2023/02/20/research-highlights-mit-develops-first-generative-model-for-anomaly-detection-that-combines-both-reconstruction-based-and-prediction-based-models/ https://insideainews.com/2023/02/20/research-highlights-mit-develops-first-generative-model-for-anomaly-detection-that-combines-both-reconstruction-based-and-prediction-based-models/#respond Mon, 20 Feb 2023 14:00:00 +0000 https://insidebigdata.com/?p=31665 Kalyan Veeramachaneni and his team at the MIT Data-to-AI (DAI) Lab have developed the first generative model, the AutoEncoder with Regression (AER) for time series anomaly detection, that combines both reconstruction-based and prediction-based models. They’ve been building it for three years—AER has been learning and extracting intelligence for signals and has reached maturity to outperform the market’s leading models significantly.]]> https://insideainews.com/2023/02/20/research-highlights-mit-develops-first-generative-model-for-anomaly-detection-that-combines-both-reconstruction-based-and-prediction-based-models/feed/ 0 31665 https://insideainews.com/2023/02/03/anomaly-detection-its-real-life-uses-and-the-latest-advances/ https://insideainews.com/2023/02/03/anomaly-detection-its-real-life-uses-and-the-latest-advances/#respond Fri, 03 Feb 2023 14:00:00 +0000 https://insidebigdata.com/?p=31552 In this contributed article, Al Gharakhanian, Machine Learning Development Director, Cognityze, takes a look at anomaly detection in terms of real-life use cases, addressing critical factors, along with the relationship with machine learning and artificial neural networks. ]]> https://insideainews.com/2023/02/03/anomaly-detection-its-real-life-uses-and-the-latest-advances/feed/ 0 31552 https://insideainews.com/2020/05/30/research-highlights-midas-real-time-anomaly-fake-news-intrusion-detection/ https://insideainews.com/2020/05/30/research-highlights-midas-real-time-anomaly-fake-news-intrusion-detection/#respond Sat, 30 May 2020 13:00:00 +0000 https://insidebigdata.com/?p=24465 In the insideAI News Research Highlights column we take a look at new and upcoming results from the research community for data science, machine learning, AI and deep learning. Our readers need to get a glimpse for technology coming down the pipeline that will make their efforts more strategic and competitive. In this installment we review MIDAS - Real-time Anomaly/Fake News/Intrusion Detection developed by Ph.D. candidate Siddharth Bhatia and his team at the National University of Singapore.]]> https://insideainews.com/2020/05/30/research-highlights-midas-real-time-anomaly-fake-news-intrusion-detection/feed/ 0 24465 https://insideainews.com/2019/03/30/act-early-to-embrace-5g-accelerate-returns-via-anomaly-detection/ https://insideainews.com/2019/03/30/act-early-to-embrace-5g-accelerate-returns-via-anomaly-detection/#respond Sat, 30 Mar 2019 15:00:32 +0000 https://insidebigdata.com/?p=22372 In this contributed article, Pratap Dangeti, Principal Data Scientist at CrunchMetrics, discusses anomaly detection on 5G and how it's useful to leverage a combination of statistical methods and AI and ML-based algorithms to detect anomalies in your data and alert you in real time – so that you can take preventive action to avert business-critical issues and leverage profit-generating opportunities. ]]> https://insideainews.com/2019/03/30/act-early-to-embrace-5g-accelerate-returns-via-anomaly-detection/feed/ 0 22372 https://insideainews.com/2018/12/30/detecting-anomalies-time-series-data-deciphering-noise-zoning-signals/ https://insideainews.com/2018/12/30/detecting-anomalies-time-series-data-deciphering-noise-zoning-signals/#respond Sun, 30 Dec 2018 16:00:43 +0000 https://insidebigdata.com/?p=21762 https://insideainews.com/2018/12/30/detecting-anomalies-time-series-data-deciphering-noise-zoning-signals/feed/ 0 21762