Pattern recognition

Pattern recognition is a branch of machine learning that focuses on the recognition of patterns and regularities in data, although it is in some cases considered to be nearly synonymous with machine learning. Pattern recognition systems are in many cases trained from labeled "training" data (supervised learning), but when no labeled data are available other algorithms can be used to discover previously unknown patterns (unsupervised learning).

The terms pattern recognition, machine learning, data mining and knowledge discovery in databases (KDD) are hard to separate, as they largely overlap in their scope. Machine learning is the common term for supervised learning methods and originates from artificial intelligence, whereas KDD and data mining have a larger focus on unsupervised methods and stronger connection to business use. Pattern recognition has its origins in engineering, and the term is popular in the context of computer vision: a leading computer vision conference is named Conference on Computer Vision and Pattern Recognition. In pattern recognition, there may be a higher interest to formalize, explain and visualize the pattern, while machine learning traditionally focuses on maximizing the recognition rates. Yet, all of these domains have evolved substantially from their roots in artificial intelligence, engineering and statistics, and they've become increasingly similar by integrating developments and ideas from each other.

Latest News for: AI pattern recognition

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High-Frequency Trading (HFT) in Crypto: Speed, Strategy, and the Future of Digital Asset Markets

Crypto Economy 25 Apr 2025
We’ll also examine how tools like Quantum Flash are empowering traders with AI-driven speed and precision in this high-stakes environment ... The Role of AI in Modern HFT ... AI and machine learning have become integral. Pattern recognition ... AI adjusts leverage and exposure based on volatility....
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Octa Broker Wins the 'Best Proprietary Trading Platform 2025' Award

Finance Magnates 24 Apr 2025
OctaTrader is a dynamically evolving trading platform that focuses on relieving traders' cognitive load by driving data-driven and AI-enhanced trading processes ...AI pattern recognition ... Embedded into the Octa app, AI pattern recognition covers all the tradable assets available on the OctaTrader platform....
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AI will make the mind games of war much more risky

Business Insider 19 Apr 2025
"Commanders can overwhelm AI systems with false signals and present them with unexpected or novel data; AI tools excel at pattern recognition, but struggle with understanding how new variables (outside of their training data) inform or change the context of a situation." ... What makes AI so attractive is its speed at analyzing huge quantities of data....
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OpenAI’s o3 scores 136 on Mensa Norway test, surpassing 98% of human population.

Cryptoslate 17 Apr 2025
The Offline Test included 100 pattern-recognition questions designed to avoid anything that might have appeared in the data used to train AI models ... TrackingAI.org states that it compiles its data by administering a standardized prompt format designed to ensure broad AI compliance while minimizing interpretive ambiguity....
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Revolutionary AI Model Deciphers Dolphin Speech: Google’s DolphinGemma Unveiled

Bitcoin World 15 Apr 2025
Pattern Recognition. The AI model is trained to identify patterns and structures within these vocalizations ... Imagine the possibilities – similar to how AI algorithms analyze blockchain transactions to identify patterns and anomalies, DolphinGemma analyzes dolphin speech to uncover hidden meanings....
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UAE: How former Ironman athlete who lost arms, legs to illness built massive business empire

Khaleejtimes 12 Apr 2025
‬He now looks at medical companies using new technologies such as AI...Beyond wheelchairs‭, ‬Scher has also invested in bionic hand technology‭, ‬which‭ ‬utilises AI for pattern recognition and seamless integration with the human body‭....
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From brain Bluetooth to ‘full RoboCop’: where chip implants will be heading soon

The Conversation 11 Apr 2025
They have been enabled by advances in AI chips and ... This allows for faster data analysis and pattern recognition, which together with the more precise brain signals that can be acquired using implants, have made it possible to create applications that run virtually in real time....
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From a near death experience to a business empire: How Jay Scher overcame adversity

Khaleejtimes 11 Apr 2025
‬He now looks at medical companies using new technologies such as AI...Beyond wheelchairs‭, ‬Scher has also invested in bionic hand technology‭, ‬which‭ ‬utilises AI for pattern recognition and seamless integration with the human body‭....
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Global Toxicology Drug Screening Market Set to Soar to USD 70.80 Billion by 2033, Driven by Rising Demand for Rapid and Reliable Drug Testing | FMI

Pharmiweb 11 Apr 2025
Explore Key Trends in the Market ... Multifaceted Applications Driving Market Growth ... Additionally, the integration of artificial intelligence (AI) and machine learning (ML) is streamlining data analysis, pattern recognition, and report generation in toxicology screening, making the process faster and more accurate ... Accelerated Market Demand ... By End Use ... ....
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Revolutionizing Digital Workflows: The Innovations Driving OCR Technology

International Business Times 10 Apr 2025
The Role of AI in Pattern Recognition. AI-driven pattern recognition has transformed OCR, enhancing accuracy with machine learning models like CNNs, SVMs, and adaptive templates ... AI, Edge Computing, and Multilingual Recognition. AI-driven OCR is evolving with deep learning, real-time processing, and multilingual recognition ... AI-Powered Risk Management....
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AI-Powered Cybersecurity: The Future of Threat Detection

International Business Times 09 Apr 2025
Through machine learning algorithms, AI identifies anomalies and patterns in vast datasets, allowing cybersecurity systems to detect threats before they materialize ... Pattern Recognition for Enhanced Security. Pattern recognition enables AI to analyze large volumes of network traffic, identifying suspicious activity....
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How AI is transforming fraud prevention in banking

Independent online (SA) 09 Apr 2025
AI is good at pattern recognition,” he said ... He noted that, with machine learning, AI can pick up patterns and is already monitoring transactions from the point at which a customer taps a card all the way through to the settlement of the deal ... Hamilton explained that AI identifies ......
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8 Surprising Phone Features You May Not Realise Are Actually AI

Huffington Post 09 Apr 2025
Phones can copy text from images now, “a feature that uses Optical Character Recognition (OCR) and AI-driven language processing,” Sohal said ... Recognition ... “AI looks at call patterns, phone numbers, and even message content to spot potential scams or telemarketers,” Sohal said....

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