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- Learning to Rank With Nonsmooth Cost Functions
- The quality measures used in information retrieval are particularly difficult to optimize directly, since they depend on the model scores only through the sorted order of the documents returned for a given query. Thus, the derivatives of the cost with respect to the model parameters are either zero, or are...
- Tags: Neural Network
- White papers
- A SOM Based Approach for Visualization of GSM Network Performance Data
- In this paper, a neural network based approach to visualize performance data of a GSM network is presented. The proposed approach consists of several steps. First, a suitable proportion of measurement data is selected. Then, the selected set of multi-dimensional data is projected into two-dimensional space for visualization purposes with...
- Tags: Network, Neural Network, Visualization, Helsinki University, GSM
- White papers
- Performance Comparison of Intrusion Detection System Classifiers Using Various Feature Reduction Techniques
- This paper compares the performance of Intrusion Detection System IDS Classifiers using various feature reduction techniques. To enhance the learning capabilities and reduce the computational intensity of competitive learning neural network classifiers, different dimension reduction techniques have been proposed. These include: Principal Component Analysis, Linear Discriminant Analysis, and Independent Component...
- Tags: Technique, Performance, Neural Network, Intrusion Detection System, Erode Sengunthar Engineering College, Reduction Technique, Intrusion Detection, Productivity, Network Security, Performance Management, Security, Networking, Human Resources, Workforce Management
- White papers 2008-01-31
- Unsupervised Intrusion Detection System
- This paper evolves around Intrusion Detection System IDS and Neural Network NN. Intrusion detection systems are gaining more and more territory in the field of secure networks and new ideas and concepts regarding the intrusion detection process keep surfacing. One idea is to use a neural network algorithm for detecting...
- Tags: Neural Network, Intrusion Detection System, Intrusion, Neural Network Algorithm, Intrusion Detection, Network Security, Security, Networking
- White papers 2007-03-01
- Network-Based Intrusion Detection Using Neural Networks
- With the growth of computer networking, electronic commerce, and web services, security of networking systems has become very important. Many companies now rely on web services as a major source of revenue. Computer hacking poses significant problems to these companies, as distributed attacks can render their cyber-storefront inoperable for long...
- Tags: Network, Rensselaer Polytechnic Institute, Neural Network, Networking, Intrusion Detection, Security
- White papers 2007-09-05
- Artificial Neural Networks Architecture for Intrusion Detection Systems and Classification of Attacks
- The ubiquity of the Internet poses serious concerns on the security of computer infrastructures and the integrity of sensitive data. Intrusion Detection Systems IDS aim at protecting networks and computers from malicious network-based or host-based attacks. The underlying assumption of intrusion detection is an attack will noticeably affect system performance...
- Tags: Network, Neural Network, Intrusion Detection System, Computer, Attack, Cairo University, Neural Networks Method, Intrusion Detection, Productivity, Security, Network Security, Networking
- White papers 2007-02-24
- Optimal Trader (exe)
- Trading software for all instruments that combines technical analysis with neural networks and modern signal processing. Many indicators have been improved with new technology. A large database for stocks, funds, ETF's, currencies and indices is available for free. Features: Pick Winning Stocks, Adaptive Noise Suppression, Neural Network Forecasting, Autoselect Models,...
- Tags: Stock, Neural Network, Analysis, Investment, Finance
- Software downloads 2008-01-16
- FullRecall (exe)
- FullRecall helps you memorize knowledge effectively. It uses an artificial neural network, which gradually grasps your personal memory model, to schedule the optimal time for an item to come up for review. Version 1.3.6 changes are: support for Unicode and images was added. Version 1.3.6 includes unspecified updates.
- Tags: Unicode, Neural Network
- Software downloads 2008-01-10
- A Study on Classification Techniques for Network Intrusion Detection
- Computer systems vulnerabilities such as software bugs are often exploited by malicious users to intrude into information systems. With the recent growth of the Internet such security limitations are becoming more and more pressing. One commonly used defense measure against such malicious attacks in the Internet is Intrusion Detection Systems...
- Tags: Technique, Monash University, Network, Neural Network, Network Intrusion Detection, Intrusion Detection, Network Administration, Networking, Security
- White papers 2006-02-24
- Modeling Intrusion Detection Systems Using Linear Genetic Programming Approach
- This paper investigates the suitability of Linear Genetic Programming LGP technique to model efficient intrusion detection systems, while comparing its performance with artificial neural networks and support vector machines. Due to increasing incidents of cyber attacks and, building effective Intrusion Detection Systems IDSs are essential for protecting information systems security,...
- Tags: Neural Network, Intrusion Detection System, Programming, Modeling, Intrusion Detection, Network Security, Security, Networking
- White papers 2005-12-08
- EasyNN-plus (exe)
- EasyNN-plus is a neural network system for Microsoft Windows. It makes the creation of neural networks easy. It allows the user to produce multilayer neural networks from a grid or from text files and images. The user can produce training, validating and querying files using the facilities in EasyNN-plus or...
- Tags: Neural Network, EasyNN-plus
- Software downloads 2007-12-11
- Intrusion Detection System Using Self Organizing Map
- The goal of the paper is to presents intrusion detections systems and design architecture of intrusion detection based on neural network self organizing map. In the report is described base problematic of neural network and intrusion detection system. The paper further deals with specific design of intrusion detection architecture based...
- Tags: Network, Neural Network, Intrusion Detection System, Intrusion Detection, Network Security, Security, Networking
- White papers 2006-04-21
- True Parallel Processing in Artificial Neural Networks
- The area of artificial neural networks, which dates back to the early twentieth century, could only offer positive contributions to technology after the back-propagation algorithm was proposed in 1986. In this note an alternative algorithm to the gradient descent used in back-propagation is proposed. This algorithm is based on the...
- Tags: Algorithm, Network, Neural Network, Parallel Processing, Emerald, Engineering
- White papers 2007-10-22
- A Neural Network Based System for Intrusion Detection and Classification of Attacks
- With the rapid expansion of computer networks during the past decade, security has become a crucial issue for computer systems. Different soft-computing based methods have been proposed in recent years for the development of intrusion detection systems. This paper presents a neural network approach to intrusion detection. A Multi Layer...
- Tags: Network, Neural Network, Attack, Queen, Multi Layer Perceptron, Intrusion Detection, Network Security, Security, Networking
- White papers 2004-10-14
- Greyhounds Racing Predictor (exe)
- With the help of advanced algorithms based on neural networks this revolutionary software will predict greyhounds racing results with great accuracy! Incredible simply to use! 100% automatic, no need to enter any data! Gives you the best recommendations for the day, WIN, PLACE or LAY ! Program updates daily by...
- Tags: Neural Network, Engineering
- Software downloads 2007-09-27
- Soccer Match Predictor (exe)
- With the help of advanced algorithms based on neural networks this revolutionary software will predict soccer match results with great accuracy. 100% automatic, no need to enter any data. Gives you the best recommendations for the day, Outright winner, Asian Handicap or Over/Under. Program updates daily by downloading worlwide soccer...
- Tags: Neural Network, Engineering
- Software downloads 2007-08-27
- NxNet (zip)
- NxNet is a free BPN neural net builder and manager. NxNet is written in C# and requires .Net Framework to be installed to run. NxNet allows the user to construct a neural net that can then read training or query data from an Excel or MS Access data source. This...
- Tags: Neural Network, NxNet
- Software downloads 2007-06-20
- Find the Best Prospects for a New Product by Using a Data Mining Model
- The market department of a financial firm keeps records on customers, including demographic information and their type of accounts. The firm is launching a new product and wishes to determine who are the best prospects among the existing customers for this new product. People are asked to provide a list...
- Tags: Prospect, Neural Network, Data Mining, SAS Institute, Confusion Matrix
- White papers 2007-05-14
- Trade Method (zip)
- Trade Method is a highly advanced, and comprehensive stock trade strategy back-testing, searching, and charting platform. Trade Method's artificial intelligence capabilities are result of years of dedicated research and development in Neural Network and Genetic algorithm. It allows users to make better stock trading decisions based on cutting edge technologies....
- Tags: Strategy, Artificial Intelligence, Network, Neural Network, Trade Method
- Software downloads 2007-04-20
- Stock Market Forecaster (zip)
- Stock Market Forecasting based on Neural Networks and Wavelet Decomposition Matlab source code. The predictive power of Neural Networks is merged with Multiscale Wavelet analysis. Buy/Sell signals are detected with a high degree of accuracy.
- Tags: Stock, Neural Network, Stock Market, Investment, Finance
- Software downloads 2007-03-30
