#anomalydetection

[rovermcfly]

🐠

🐠 author who inspires you

I think this question is asking for someone whose path as a writer is a path I would like to take and I don't think I really have anything like that. I write for fun, I've never seriously thought about publishing. in terms of writing style, I can usually find something that inspires me to wanna write in most things I read, I can't say someone specifically inspires my style. most authors are inspirational just by virtue of being committed to their art and brave enough to share it.

as I'm getting more into scripts, william goldman is definitely someone I find inspiring and I wanna read his books on his script writing soon.

summertime writers' asks! 🦋 tell us about your current wip 🌿 who is your favourite character you've ever written? 🌞 favourite character from

[sunshinedigitalservices]

Anomaly Detection Techniques

Anomaly Detection is a powerful AI and data science approach used to identify unusual patterns, unexpected behavior, and hidden risks in real time.

From fraud detection and cybersecurity to predictive maintenance, anomaly detection helps businesses act faster, reduce losses, and prevent problems before they grow.

By spotting what looks “different,” organizations can make smarter decisions, improve safety, and build more reliable systems.

Because sometimes, the smallest irregularity can reveal the biggest insight.

Read more:

[bilousrichard25]

Detect Problems Before They Escalate

Anomaly detection helps identify unusual patterns early. From fraud detection to system monitoring, it reduces risk. SDH builds models that catch issues before they grow.

ML Software Development Company | SDH

Transform the future of your business with our machine learning software development services. Send an request on the website!

[savingsuk]

Fraud Detection Using Quantum Machine Learning

By Savings UK Ltd Fraud is a persistent and costly problem across industries, from banking and insurance to e-commerce and government services. With the increasing sophistication of fraudsters, traditional detection systems are being pushed to their limits. The rise of Quantum Machine Learning (QML) — a fusion of quantum computing and artificial intelligence — offers a new frontier for combating fraud with unprecedented speed, accuracy, and adaptability. This article explores how QML can transform fraud detection through anomaly detection, real-time monitoring, quantum classifiers, enhanced data security, and next-generation fraud prevention strategies. The Evolving Fraud Landscape Fraud takes many forms: credit card scams, identity theft, insurance fraud, and money laundering are just a few. Modern fraudsters often operate in coordinated, decentralised networks, leveraging stolen data, automation, and AI to evade detection. #anomalydetection #datasecurity #fraudprevention #quantumclassifiers #realtimemonitoring #SAVINGSUKLtd

[yumikim-1]

Uncovering Hidden Patterns: Anomaly Detection Market Outlook (2024–2034)

The Anomaly Detection Market is gaining strong momentum as organizations worldwide seek advanced solutions to identify irregular data patterns, mitigate risks, and strengthen operational resilience. With the rise of AI, machine learning, and real-time analytics, anomaly detection is becoming a cornerstone of cybersecurity, fraud prevention, and predictive maintenance.

📄 Report Overview & Request Samplehttps://www.fatposglobal.com/request-sample/anomaly-detection-market-1775 

📊 Market Overview

1️⃣ Escalating Cybersecurity & Fraud Detection NeedsIncreasing cyber threats and financial fraud drive demand for anomaly detection systems that can spot suspicious events early. 2️⃣ AI & Machine Learning AdvancesIntegration of AI and ML boosts detection accuracy and enables real-time insights across large datasets. 3️⃣ Cloud-First AdoptionCloud-based anomaly detection offers scalability and cost efficiencies, appealing to enterprises of all sizes. 4️⃣ Data Volume ExplosionGrowth in digital and IoT data emphasizes the need for automated anomaly detection tools to ensure system integrity. 5️⃣ Cross-Industry ApplicationsFrom banking and insurance to healthcare and manufacturing, anomaly detection enhances security, compliance, and operational performance.

Key Growth Drivers

Splunk

IBM

Microsoft

SAS Institute

Rapid7

Trend Micro

RSA Security

🔍 Segmentation Insights

By Component• Solutions • Services

By Deployment Mode• Cloud • On-Premises • Hybrid

By Technology• Machine Learning & AI • Statistical Techniques • Big Data Analytics

By End-User• BFSI • IT & Telecom • Healthcare • Manufacturing

🌍 Regional Analysis

North America – Leader with strong adoption of advanced analytics and cybersecurity tools. Europe – Growth driven by compliance and digital transformation trends. Asia-Pacific – Fastest expanding region due to digitalization and cloud uptake. Latin America & MEA – Emerging opportunities with increasing awareness of cyber threats.

📈 Future Trends & Outlook

✅ Explainable AI for transparency in anomaly decisions. ✅ Real-time and edge-based detection for rapid response. ✅ Growth in hybrid deployment models. ✅ Expansion into unstructured data and predictive analytics.

💼 Purchase Report Linkhttps://www.fatposglobal.com/pricing?reportId=2775&type=single_user 

Similar Report:

Aviation Analytics Market: https://www.fatposglobal.com/reports/aviation-analytics-market-2253 

[govindhtech]

Rail Vision News: Quantum AI Advances Rail Safety Systems

Rail Vision buys a controlling share in Quantum Transportation to use Quantum AI in future rail safety systems. Rail Vision Nes

Rail Vision Ltd. (Nasdaq: RVSN), a technology company focused on railway safety and data, signed a strategic agreement to buy 51% of Quantum Transportation Ltd. With normal closing conditions, this purchase, which provides Rail Vision majority control, should conclude in late December 2025 or early January 2026.

According to sources, Quantum Transportation is a cutting-edge AI and quantum computing company that focusses on error correction. For rail technologies and platforms related to Ramot's innovative quantum error correction patent application, the Tel Aviv University technology transfers corporation has an exclusive sublicense. Quantum Transportation's IP and expertise address major difficulties in noisy intermediate-scale quantum devices by providing real-time surface code defect decoding. This innovative technology significantly reduces computational overhead, enabling scalable fault-tolerant quantum computing. The sublicensed machine learning-based universal decoder is scalable, noise-aware, and code-agnostic and awaiting patent. Strategic Justification and Synergies

Rail Vision wants to combine its cutting-edge vision and railway safety solutions with quantum-AI-based IP and innovation. This strategic combination should lead to technology synergies, product line enhancements, innovation, and long-term stakeholder value. Rail Vision applies this IP to transport applications, particularly railways, to enable anomaly detection, predictive maintenance, and autonomous rail operations by taking advantage of the exponential growth of the quantum computing market. Rail Vision provides cutting-edge vision sensor technologies to the railway industry using engineering, big data, and AI. Current choices like ShuntingYard can identify and classify objects within 200 m, and Mainline can see up to 2 km. Both gadgets deliver superior situational awareness and safety with advanced sensors, AI, and real-time data processing. Acquisition Details In exchange for their entire interests, some Quantum Transportation shareholders (the “Exchanging Shareholders”) will receive ordinary shares from Rail Vision, representing 4.99% of its issued and existing share capital, before the purchase. This guarantees 51% ownership. Rail Vision will also give Quantum Transportation a convertible loan up to $700,000 with an 8% annual interest rate at conclusion. For Quantum Transportation's 18-month operations and development plan, this loan will be paid out in installments, with the full amount due in 24 months. Rail Vision alone can convert the outstanding cash into Quantum Transportation's senior class of shares, based on a future equity investment price or current transaction valuation. Israeli technology company Rail Vision is in its early phases of commercialization in Ra'anana. The business has developed railway detectors and technologies to save lives, minimise operator costs, and increase efficiency to enable driverless trains.

[orbiten]

re: ur tags on the dekalog post. you should definitely watch the rest. five was the best in my opinion but they were all quite powerful

i definitely will! i remember the first one being especially harrowing and i really liked it. i wonder if the rest will hit as hard or differently. i'll be looking forward to five!

[damilola-doodles]

Project Title: ai-ml-ds-AbC1XyzKLm - Attention‑based ConvLSTM Autoencoder for Multivariate Time-Series Anomaly Detection - Keras-Exercise-061

Here’s a highly advanced Keras project—built from scratch—that goes far beyond basic tutorials: 🧠 Project Title ai-ml-ds-AbC1XyzKLmAttention‑based ConvLSTM Autoencoder for Multivariate Time-Series Anomaly DetectionFilename: attention_convlstm_anomaly_detection.py Short Description Build an unsupervised ConvLSTM‑based autoencoder enhanced with attention and dynamic thresholding to detect…