AI/ML and Big Data Analytics

Artificial Intelligence, Machine Learning, Computer Vision, Data Analytics, Databases, Human-Computer Interfaces

Recent Highlights

9 October

Professor studying human-computer interaction

NSF grant aims to enhance the lives of the visually impaired and those with ADHD

10 September

UTA to build netted drone facility in Fort Worth

Center will enhance research and development of autonomous vehicles

21 June

UTA researchers work to prevent AI phishing scams

Emergence of AI chatbots is making it easier to create phishing scams

5 June

Bark, woof, ruff: UTA scientist aims to decode dog ‘speech’

Computer scientist using artificial intelligence to understand canine communication

Resources

ACTION Lab

The ACTION Lab conducts exploratory research in urban traffic management and provides engineering services and product-grade traffic management solutions and software packages to transportation agencies and industry partners.

Database Exploration Lab

The DBX Lab investigates fundamental research issues arising in Big Data. Research encompasses diverse areas such as data mining, information retrieval, data uncertainty and probabilistic methods, approximate query processing, data summarization, data analytics and data exploration of hidden web databases, social and collaborative media. .

Human-Centered Computing Lab

The Human-Centered Computing Lab specializes in human-computer interaction, including human-robot collaboration systems, medical imaging, bioinformatics, multimodal sensing, vocational computing, virtual reality, rehabilitation, and games.

Innovative Data Intelligence Research Lab

Research focuses on building large-scale human-assisting and human-assisted data and information systems with high usability, low cost and applications for social good.

Machine Learning and Computer Vision for Clinical Applications Lab

Research focuses on developing machine learning/deep learning methods for fundamental computer vision problems including object motion tracking, segmentation, 3D reconstruction, classification and image captioning in 2D/3D images including RGBD images, remote sensing data, 3D CT/MRI medical images and biomedical text.

Mobile Computing and Security Lab

Research includes mobile computing, Internet of things, security, and privacy-preserving computing.

Vision-Learning-Mining Research Lab

The VLM Lab conducts research in the areas of computer vision, machine learning and data mining. Current areas of focus include human motion analysis, gesture and sign language recognition, and hand pose estimation.

COSMOS Center

The Center on Stochastic Modeling, Optimization, and Statistics (COSMOS) researches the design and modeling of complex real-world systems, in particular, to develop new methods for making sound decisions. COSMOS methods seek to integrate statistics, optimization, and simulation/stochastic modeling to achieve better solutions more efficiently, and COSMOS applications customize approaches to match the needs of the decision-maker.

UTARI Automation and Intelligent Systems Division

Develops robotics and automation tools, including prototype development of industrial automation, deep neural network based target recognition, service robotics for people with disabilities, robot navigation, and autonomous air and ground vehicle formation control.