Kvants Whitepaper
  • Kvants
    • Introducing Kvants
      • Foreword from our CEO
      • Our Mission
      • Market Research
      • Market Opportunity
      • AI Driven Quantitative Trading Models
        • AI in Quantitative Trading Models
        • Advancements in Predictive Analytics
        • Sophisticated Pattern Recognition Techniques
        • Enhanced Market Trend Forecasting in AI-Driven Quantitative Trading Models
        • Real-time Adaptability and Decision Making in AI-Driven Quantitative Trading Models
      • Introducing a new way to generate Alpha.
    • Kvants - Investment Enabled Marketplace for AI-Driven Quant Trading Strategies
      • Kvants App (Kvants Plus+)
      • Selecting an AI-driven Quantitative Trading Strategy
        • Kvants Robo Advisor
        • Quant Strategy Onboarding Due-Diligence Process
      • Stake a $KVAI Tier
      • Investing via Centralized Exchanges
        • API Trading
        • Connecting your exchange
          • Binance
          • OKX
          • KuCoin
          • ByBit
          • Kraken
          • HTX
          • MEXC
      • Investing via DeFi Quant Vaults
        • Funding Smart Contract
          • Strategy Pools
          • Strategy Vaults
        • Funds Operation Smart Contract
        • Strategy Connector (Database + Smart Contract)
        • Mid-Layer Risk Management Server for External Quant Strategies
        • Advantages of DeFi Vaults for Investors
      • Democratizing the world of Quantitative Finance
      • Kvants+ Pro - Securitized Semi-Fungible Tokens
        • Regulatory Compliance
          • Legal opinion for functioning as an Investment Enabled Marketplace
          • BVI Incubator Fund Characteristics
          • UAE Regulations for Marketing Foreign Investment Funds
      • How Kvants AI Works: A Simplified Overview
    • $KVAI Token
      • Tokenomics
      • Token Economy
    • The DAO
    • Roadmap
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On this page
  • Complex Data Analysis
  • Predictive Modelling
  1. Kvants
  2. Introducing Kvants
  3. AI Driven Quantitative Trading Models

Sophisticated Pattern Recognition Techniques

PreviousAdvancements in Predictive AnalyticsNextEnhanced Market Trend Forecasting in AI-Driven Quantitative Trading Models

Last updated 1 year ago

Complex Data Analysis

Artificial intelligence systems are exceptionally proficient in interpreting complex trends across extensive and diverse datasets, a task that is exceedingly challenging for human traders. Within decentralised perpetual futures, these patterns may encompass past price variations, order book dynamics, trading volume fluctuations, and other relevant factors.

Predictive Modelling

Artificial intelligence can create models that can forecast future market scenarios using both present and past data, employing methodologies such as neural networks and deep learning. This feature enables traders to predict market fluctuations with greater precision.