Search for essays about: "Artificial neural network"

Showing result 1 - 5 of 32 essays containing the words Artificial neural network.

  2. 1. Financial time series analysis : Chaos and neurodynamics approach

    University essay from Högskolan Dalarna / Institutionen för Akademin Industri och samhälle

    Author : Antonio Sawaya; [2010]
    Keywords : Chaos; fractals; neural networks; cognitive process. time series; stock markets; finance; artificial intelligence; Hurst; Lyapunov; Takens Embedding Theorem; Monte Carlo simulation; predictive modeling;

    Abstract : This work aims at combining the Chaos theory postulates and Artificial Neural Networks classification and predictive capability, in the field of financial time series prediction. Chaos theory, provides valuable qualitative and quantitative tools to decide on the predictability of a chaotic system. READ MORE

  4. 2. ANALYSIS & STUDY OF AI TECHNIQUES FORAUTOMATIC CONDITION MONITORING OFRAILWAY TRACK INFRASTRUCTURE : Artificial Intelligence Techniques

    University essay from Högskolan Dalarna / Institutionen för Akademin Industri och samhälle

    Author : Tanmay Podder; [2010]
    Keywords : Artificial intelligence; Non-destructive testing; Condition Monitoring; MachineVision; Neural Network; Genetic Algorithm; Fuzzy Logic; Expert System.;

    Abstract : Since the last decade the problem of surface inspection has been receiving great attention from the scientific community, the quality control and the maintenance of products are key points in several industrial applications.The railway associations spent much money to check the railway infrastructure. READ MORE

  5. 3. An Artificial neural network approach for process variance change detection for both small and large shifts

    University essay from Lunds universitet/Statistiska institutionen

    Author : Babar Zaman; [2010]
    Keywords : Artificial Neural Network for process control; Mathematics and Statistics;

    Abstract : Nowadays Statistical process control charts (SPCC) has become powerful tools to monitor process variability of products in manufacturing environments. The artificial neural network (ANN) technique is also nowadays popular to use for monitoring process variability of products as an alternative to SPCC due to its superior performance. READ MORE

  6. 4. Input handling in agent-based micro-level simulators

    University essay from Blekinge Tekniska Högskola/COM

    Author : Muhammad Fayyaz; [2010]
    Keywords : datavetenskap; computer science - artificial intelligence; input handling; multi agent based simulations; logical relations; truth tables;

    Abstract : In this thesis we presented a new direction for handling missing values in multi agent-based simulation (MABS) at micro-level by using truth tables and logical relations. Although micro-level simulation is a vast field to use logical relations with truth tables to find missing values but it takes values into account at individual levels. READ MORE

  7. 5. Checking the integrity of Global Positioning Recommended Minimum (GPRMC) sentences using Artificial Neural Network (ANN)

    University essay from Högskolan i Gävle/Ämnesavdelningen för samhällsbyggnad

    Author : Tayyab Hussain; [2009]
    Keywords : Global Positioning System GPS ; Global Positioning Recommended Minimum GPRMC ; Artificial Neural Network ANN ; Back-Propagation BP ;

    Abstract : In this study, Artificial Neural Network (ANN) is used to check the integrity of the Global Positioning Recommended Minimum (GPRMC) sentences. The GPRMC sentences are the most common sentences transmitted by the Global Positioning System (GPS) devices. This sentence contains nearly every thing a GPS application needs. READ MORE