Big Data and Artificial Intelligence for Data, Text, and Image Analysis

Description

Solutions based on Artificial Intelligence and Big Data techniques for processing and analyzing large volumes of data, allowing companies to extract value and make better business decisions.

  • Data analysis: Leverages large volumes of diverse data (Big Data) to uncover hidden patterns, unknown correlations, and other useful insights.
  • Text analysis: Solutions that analyze and extract knowledge and information from written documents.
    • OCR techniques, Natural Language Processing (NLP), etc.
    • Tools for categorization and automatic information extraction
  • Image analysis: Image processing techniques (computer vision) designed to automatically identify people, faces, and objects. Applications include user verification, disease diagnosis, license plate detection, among others.

Competitive Advantages

Big Data solutions focus on analyzing large volumes of data to extract value, helping companies make better decisions, understand the root causes of problems, or identify optimal solutions. These solutions allow companies to:

  • Make more informed business decisions
  • Understand the origin of issues or discover optimal solutions
  • Visualize data in a more dynamic and intuitive way

     

Applications

The application of this type of solution is aimed at all types of industries and sectors, as they are designed to analyze large volumes of data to extract value and support business decision-making.

In data analysis, the industrial sector is the primary focus of our solutions, while in text analysis, sectors such as legal, public administration, and finance are well suited to adopt this type of technology.

In the case of image analysis, applications in the fields of healthcare and security offer great potential.

Below are some specific applications of these types of solutions:

  • Anomaly Detection
    A solution based on the correlation of recent and historical events that, through predictive analysis and machine learning techniques, enables the detection of anomalous data and/or patterns of behaviour that can be connected to some kind of problem or unusual event. For example, in the industrial sector, this type of solution can be used to detect faults in machine sensors, identify failure patterns or machine stoppages.
  • Content Classifier
    Solutions that use intelligent algorithms to classify any type of content by being able to predict the class or category to which the document corresponds. The content classification techniques used are supervised learning techniques or clustering algorithms for unsupervised classifications.
  • Semantic Search Engines
    Search services that make it possible to exploit the information captured, processed and stored in a data lake that compiles information from different types of information sources and extract information from the tagged data on the basis of an ontology on which semantic searches are carried out on the different information sources.
  • Image Recognition for Medical Applications
    Services based on computer image recognition and automatic learning that enable us to be able to analyse and interpret images, enabling medical diagnoses in terms of prevention and detection of illnesses and injuries.
    Health sector: support for decision-making in different types of cancer: colon, lung, etc.
  • Facial and Emotion Recognition
    Image recognition service based on Deep Learning techniques that allows the detection of faces in the image (face and attributes) allowing the identification and verification of persons and the recognition of emotions perceived through facial expressions, such as happiness, contempt, neutrality, fear, etc.

Classification

Technology Areas:

  • Artificial Intelligence and cognitive systems
  • Data mining, Big Data, database management
  • Simulation and modelling

Categories:

  • Concept validation and prototyping
  • Testing and validation
  • Market intelligence

Keywords

Artificial Intelligence, Big Data, Machine Learning, Reinforce Learning, Process Mining, Data Integration, indexing and search, data mining, image processing, OCR.

Contact

info@aragonedih.com

Success Stories