Data and information analysis

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Data and information analysis

Efficient, effective modeling and analysis for large, complex and diverse data

Valuable information repositories are growing exponentially in complexity with ever larger volumes and variety of data. Cost effectively extracting useful insights from these data sets is often difficult due to data corruption, missing metadata, privacy constraints, irreconcilable information, and incompatible formats, models and data structures. These challenges become greater for analyses requiring complex data fusion, cross-language retrieval, and validation and verification for low-quality source data.

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Solution

We support diverse customers with data and information analyses—from financial disclosures, social media posts, health care trials and cyber activity logs to insurance claims, wireless network emissions and engineers’ reports on rivers and waterways. Our experts harness and model large, complex sets of data, efficiently extract key insights and validate data quality. We not only deliver useful results and visualizations, but also design and develop systems that enable users to easily and efficiently discover and query information across diverse repositories and multiple source languages.

Whether data is structured or unstructured—for text, video, network traces or Geographic Information Systems (GIS)—in Oracle, SQL, Hadoop or Access—our analysts develop useful information models, speed up data migration, automate discovery and analysis and provide rapid data quality assessments.

Our data and information analysis services include:

Advanced machine learning for malicious cyber activity detection
Text analytics, natural language processing and data anonymization
Sophisticated time-series analysis and efficient AI/ML algorithms for predictive maintenance
Medical query system to answer questions across diverse, multi-language clinical-trial databases and public research articles
ETL processes, clean-up scripts and reconciliation for life cycle financial data management
Automated analytics through our flexible Arroyo Data Workbench
Validation and verification of GIS and web-scraped data
Novel, fast techniques for multiscale analysis of high-dimensional data
Social media data and attribute modeling and trend analysis

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Resources

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Research, services and prodcuts of interest

Research

Cybersecurity research: innovations to protect mission-critical networks, services, systems and infrastructure
Machine learning and data analytics research: breakthrough in artificial intelligence / machine learning capabilities

Services

Content protection and data privacy: privacy-by-design, operations assurance and forensic analysis for DRM, HIPAA compliance and multimedia services
Information assurance and compliance: comprehensive security services ensure compliance and protect people, process, technology, information and infrastructure

Products

Phonetic Pronunciation Package and speech processing tools: vendor-independent tools produce highest accuracy speech recognition and synthesis for names of people, places, businesses and prescriptions

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