Data Mining and Forecasting Solutions

An Innovator in Data Mining and Forecasting

Solid data mining and forecasting abilities benefit organizations across a variety of fields and in many application areas. Whether forecasting future expenses, planning manufacturing production times, predicting sales trends or deriving an optimal trading strategy for securities, making data-driven decisions can improve revenue, reduce costs and mitigate risks.

Different data mining techniques perform better than others depending on the information that organizations hope to capture from the data as well as the types and quantities of the data itself. To enable analysts to address data mining and forecasting challenges, Rogue Wave provides both classic and extremely advanced techniques to analyze and visualize data.

  • Cluster Analysis = Better Customer Retention
  • ARMA = Improved Staff Productivity
  • Neural Networks = New Customers
  • GARCH = Reduced Risk
  • Auto_Arima = Increased Profitability

With Rogue Wave's Flexible, Scalable and Reliable Data Mining and Forecasting Tools:

  • Quickly add data mining and forecasting capabilities using embeddable libraries
  • Select from a broad range of classic and advanced techniques
  • Solve unique data challenges with customized techniques
  • Integrate numerically accurate and fully documented libraries
  • Visualize virtually any dataset
  • Reduce risk by embedding commercially tested and supported technology
  • Leverage decades of proven expertise across a wide range of industries

Case Studies and White Papers

Aasen's Method for Linear Systems with Self-Adjoint Matrices
PDF | 463.0 KB
Describes Aasen’s algorithm for solving systems of linear algebraic equations with self-adjoint matrices.
White Papers, IMSL Family
Advanced Time Series Analysis with Auto ARIMA
PDF | 961.7 KB
Increase the effectiveness of the ARIMA model by automating many of the configuration tasks. This whitepaper describes the IMSL Auto_ARIMA function that combines a number of techniques culminating in an ARIMA function that estimates missing values, incorporates the effects of outliers, performs seasonality adjustments, selects the best input parameters, and forecasts future values.
IMSL Family
Aerospace Solutions Note
PDF | 128.4 KB
Product solutions for the aerospace industry.
Brochures, Case Studies, IMSL Family, PV-WAVE, Aerospace
Aerospace Technical Note
PDF | 657.2 KB
Technical overview about how PV-WAVE can be used in the aerospace industry.
Case Studies, IMSL Family, PV-WAVE, Aerospace
Air Force Research Laboratory
PDF | 513.2 KB
Analysis and Forecasting of Cloud Covers
White Papers, IMSL Family, Aerospace, Government
Analytic Modeling in Python - Why Choose Python for Analytic Modeling
PDF | 195.9 KB
Explores analytical modeling and production deployment of analytical applications.
White Papers, IMSL Family, PyIMSL Studio
Analyzing Statistically Designed Experiments
PDF | 300.1 KB
Describes how to analyze data from statistically designed experiments in industry, business and research.
White Papers, IMSL Family
Aomori University - The Department of Business Management & Economics - Case Study
PDF | 193.1 KB
Simulation of Material Properties
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Academic
Application Hautes Performances et Analyse Numérique Avancée pour l’Environnement .NET (document en langue française)
PDF | 339.7 KB
Explore les avantages de la plateforme .NET pour l’analyse numérique et propose de nombreuses astuces pour l’amélioration des performances des applications .NET.
White Papers, IMSL Family, IMSL NET Library
Argoss - Case Study
PDF | 113.2 KB
Interactive Environmental Data Analysis
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Energy / Environment
Brigham Young University - Case Study
PDF | 405.8 KB
JMSL Library used for optics research at BYU
Case Studies, IMSL Family, IMSL Java Library, Academic
Bristol-Myers Squibb - Pharmaceutical Research Institute - Case Study
PDF | 218.2 KB
MRI Analysis
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Life Sciences / Healthcare
Calling the IMSL C Numerical Library from Java
PDF | 96.9 KB
Describes how to use the Java Native Interface (JNI) to call IMSL C Numerical Library functions from Java.
White Papers, IMSL Family, IMSL C Library
Data Mining & Forecasting Solution Note
PDF | 134.9 KB
Data Mining and Forecasting Tools and Techniques
White Papers, IMSL Family
Driving Competitive Advantage by Predicting the Future
PDF | 739.4 KB
Competitive advantage is derived by an organization when it develops strategies, techniques, or resources that allow it to outperform its competition. This paper will introduce predictive analysis, contrast it with more traditional forms of business intelligence, and then examine how embedding predictive analytics in existing business systems provides operational efficiencies, cost reduction, and above all, exceptional competitive advantage.
IMSL Family
DuPont Pharmaceuticals - Case Study
PDF | 163.1 KB
Biological Results From High-Throughput Screening
Case Studies, IMSL Family, IMSL C Library, Life Sciences / Healthcare
Embedding Analytics for Competitive Advantage
PDF | 317.9 KB
Outlines three successful approaches taken by software development companies across a variety of industries to embed advanced analytics into their products.
White Papers, IMSL Family
ENEL - CRTN - Case Study
PDF | 169.3 KB
ENEL - Thermal and Nuclear Research Center (CRTN)
Case Studies, IMSL Family, Energy / Environment
E-PLUS - Case Study
PDF | 196.3 KB
Cellular Networks
Case Studies, IMSL Family, IMSL C Library, Telecom
Evaluating American-Style Call Option Prices Based on Constrained Least-Squares
PDF | 222.7 KB
Gives examples for computing the current value of an American call option using the Black-Scholes PDE.
White Papers, IMSL Family
GFTA - Case Study
PDF | 776.7 KB
Gesellschaft Fuer Trendanalysen (GFTA) - Foreign Exchange Rate Analysis
Case Studies, IMSL Family, PV-WAVE, Finance
High Perfomance Fortran Versus Explicit Message Passing
PDF | 284.6 KB
Testing and performance results of parallel implementations of the LU, QR and Cholesky factorizations for the IBM SP-2.
White Papers, IMSL Family
High Performance Applications with Advanced Numerical Analysis on the .NET Framework
PDF | 174.3 KB
Explores the strengths of the .NET platform with respect to numerical analysis and offers tips for increasing the performance of .NET applications.
White Papers, IMSL Family, IMSL NET Library
ICSI - Case Study
PDF | 764.8 KB
Integrated Circuit Solutions, Inc. (ICSI) - Web-Based Interactive Yield Analysis
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Manufacturing
IMSL C# Library for Microsoft .NET and Visual Studio Solution Brief
PDF | 264.8 KB
Describes how IMSL C# Library for Microsoft .NET and Visual Studio reduce time, effort and cost of Six Sigma software development.
White Papers, IMSL Family, IMSL NET Library
IMSL Fortran 6.0 Online User Guide - Stat Library
HTML
Product Documentation, IMSL Family, IMSL Fortran Library
IMSL Fortran and C Libraries Supported Platforms
PDF | 288.6 KB
IMSL Fortran and C Libraries Supported Platforms
Technical Specs, Matrices, IMSL Family, IMSL C Library, IMSL Fortran Library
IMSL Fortran Numerical Library 6.0 Release Notes
PDF | 173.0 KB
Product Documentation, IMSL Family, IMSL Fortran Library
IMSL Libraries and Submarine Acoustics - Case Study
PDF | 733.0 KB
Submarine Simulation
Case Studies, IMSL Family, IMSL C Library, Other Industries
IMSL Technology for Neural Network Analysis
PDF | 395.8 KB
Describes IMSL's implementation of Neural Network technology in technical detail.
White Papers, IMSL Family, Finance
Integral Systems, Inc. - Case Study
PDF | 286.0 KB
Satellite Data Analysis
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Aerospace
Integrating Feynman-Kac Equations Using Hermite Quintic Finite Elements
PDF | 1.4 MB
Describes methods for solving a generalized version of the Feynman-Kac partial differential equation that can be used in many financial modeling applications, including Black-Scholes models.
White Papers, IMSL Family, Finance
Leveraging a .NET Numerical Library with Microsoft Excel
PDF | 1.9 MB
Provides detailed information on creating a Microsoft Excel Add-In using VSTO to call the IMSL .NET Numerical Library.
White Papers, IMSL Family, IMSL NET Library
Leveraging High Performance Software in the IMSL C Numerical Library
PDF | 424.0 KB
Discusses and benchmarks performance increases when using high performance software, such as the NVIDIA GPU with the corresponding CUDA BLAS Library, and the IMSL C Numerical Library
White Papers, IMSL Family, IMSL C Library
Leveraging the NVIDIA CUDA BLAS in the IMSL FORTRAN Library
PDF | 1.1 MB
Discusses and benchmarks performance increases when using the NVIDIA GPU with the corresponding CUDA BLAS Library and the IMSL Fortran Numerical Library
White Papers, IMSL Family, IMSL Fortran Library
Major U.S. Bank - Case Study
PDF | 728.7 KB
Analytical Modeling
Case Studies, IMSL Family, IMSL C Library, Finance
Met Office - Case Study
PDF | 265.0 KB
Met Office (Hadley Centre for Climate Prediction and Research, a division of Met Office) - Long-Term Prediction of Climate Changes
Case Studies, IMSL Family, PV-WAVE, IMSL Fortran Library, Energy / Environment
Metra - Case Study
PDF | 133.8 KB
Weather Forecasting
Case Studies, IMSL Family, IMSL Fortran Library, Energy / Environment
Microsoft Business Intelligence with Numerical Libraries
PDF | 724.8 KB
Demonstrates how to integrate the IMSL C# Numerical Library into the Microsoft SQL Server 2005 Analysis Services (SSAS).
White Papers, IMSL Family, IMSL NET Library
Neural Networks - An Introduction
PDF | 209.6 KB
Describes the fundamental benefits and uses of Neural Network technology.
White Papers, IMSL Family, Finance
NextSigma - Case Study
PDF | 581.5 KB
Six Sigma Quality Control Software
Case Studies, IMSL Family, IMSL NET Library, OEM / ISV
NOAA - SEL - Case Study
PDF | 846.4 KB
National Oceanic and Atmospheric Administration (NOAA) - Space Environment Laboratory (SEL) - Analysis of Solar Wind Outflow
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Aerospace, Government
Numerical Analysis in the Finance Industry business white paper
PDF | 614.6 KB
Describes numerical analysis challenges in the finance industry and how the IMSL Numerical Libraries and PV-WAVE help address them.
White Papers, IMSL Family
Parallel Performance of the IMSL C Library
PDF | 1.2 MB
Discusses a wide range of algorithms parallelized in the IMSL C Numerical Library
White Papers, IMSL Family, IMSL C Library
Parallel Performance of the IMSL C# Numerical Library
PDF | 1.4 MB
Discusses a wide range of algorithms parallelized in the IMSL C# Library
White Papers, IMSL Family, IMSL NET Library
Parallel Programming and the IMSL Libraries - An Overview
PDF | 604.8 KB
Overview of parallel computing and the use of IMSL Numerical Libraries in the area of High Performance Computing (HPC).
White Papers, IMSL Family
Penn State Educator Trains Petro Engineers of Tomorrow with PV-WAVE
PDF | 972.6 KB
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Academic, Energy / Environment
Portfolio Optimization via Efficient Frontier with IMSL
PDF | 485.1 KB
Describes how to build a portfolio with the proper proportion of its components that will balance minimum risk and maximum return.
White Papers, IMSL Family, Finance
Pricing American Options with Non-Negative Constrained Least Squares
PDF | 331.2 KB
Demonstrates how to solve the American option problem as a nonnegative constrained least squares (NNLS) problem.
White Papers, IMSL Family
PyIMSL Studio Features - Components for Analytic Prototyping and Production Deployment
PDF | 770.9 KB
Explores the advantages of using the Python dynamic language and the PyIMSL Studio development environment for analytic model creation.
White Papers, IMSL Family, PyIMSL Studio
Python et la Modélisation Analytique (document en langue française)
PDF | 192.9 KB
Discute de la modélisation et de la mise en production d’applications d’analyse detail.
White Papers, IMSL Family, PyIMSL Studio
Risk-AI - Case Study
PDF | 142.9 KB
Embedding IMSL Algorithms for Hedge Fund Management
Case Studies, IMSL Family, Finance
RMS - Case Study
PDF | 401.5 KB
Risk Management Solutions - Weather Risk Analysis
Case Studies, IMSL Family, IMSL C Library, Energy / Environment
Sandia National Laboratories - Case Study
PDF | 297.4 KB
Weapons Stockpile Management
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Aerospace, Government
Scripting Environments and the IMSL Libraries
PDF | 647.7 KB
Describes using the IMSL Libraries with four different scripting environments: IronPython, Jython, F# and Groovy. The traditional Python environment and Ruby are discussed as well.
White Papers, IMSL Family
Societe Generale - Case Study
PDF | 805.2 KB
Société Générale - Analysis of Financial Systems
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Finance
Solving Constrained Differential-Algebraic Systems Using Projections
PDF | 402.8 KB
Discusses additions to the Differential-Algebraic Equation solver code to deal with constraint or invariant drift for DAE systems.
White Papers, IMSL Family, IMSL C Library
Solving Sparse Convex Quadratic Programming Problems with IMSL C Numerical Library
PDF | 1.1 MB
A technical discussion of the sparse convex quadratic programming solver found in the IMSL C Numerical Library. The solver uses an infeasible primal-dual interior-point method to find an optimal solution, which is widely seen as a very efficient means to solve large-scale linear and convex quadratic programming problems fast and accurately.
White Papers, IMSL Family, IMSL C Library
Standardized Mixed Language Programming for Fortran and C
PDF | 570.3 KB
A set of example programs that provide programmers with exercises that illustrate mixed language use in applications.
White Papers, IMSL Family, IMSL C Library, IMSL Fortran Library
The Problem with Portals - Envisioning the Best Technologies for the Enterprise Information Portal
PDF | 306.5 KB
Explores strategies and technologies for making enterprise information available.
White Papers, IMSL Family
Transforming Analytic Application Development - Introducing PyIMSL Studio
PDF | 289.2 KB
Provides an overview of common challenges and solutions for moving prototype models into production applications.
White Papers, IMSL Family, PyIMSL Studio
University of Alabama - Case Study
PDF | 109.8 KB
University of Alabama - Statistical Genetics Section, School of Public Health - Biostatistics/Statistical Genetics Research
Case Studies, IMSL Family, IMSL Java Library, Academic
University of Alabama - Department of Mathematics - Case Study
PDF | 111.7 KB
Mathematic Models in Biomedical Sciences
Case Studies, IMSL Family, IMSL Fortran Library, Life Sciences / Healthcare
University of Basel - Case Study
PDF | 234.6 KB
Visual Microscopic Images
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Academic
University of Hamburg - Case Study
PDF | 729.9 KB
Analysis of Plastic Materials
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Academic
University of Kansas - Department of Physics - Case Study
PDF | 105.2 KB
Research and Teaching
Case Studies, IMSL Family, IMSL Fortran Library, Academic
University of Notre Dame - Case Study
PDF | 201.9 KB
Academic Graphics Production
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Academic, Digital Media
University of Wisconsin - Department of Economics - Case Study
PDF | 501.5 KB
Research and Teaching
Case Studies, IMSL Family, IMSL Fortran Library, Academic
Virginia Tech - Case Study
PDF | 167.7 KB
Chemical Engineering
Case Studies, IMSL Family, IMSL Fortran Library, Academic
Winbond - Case Study
PDF | 781.3 KB
Web-Based Interactive Yield Analysis
Case Studies, IMSL Family, PV-WAVE, IMSL C Library, Manufacturing