Search Results - data%2fai

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SecureClaims AI

Description: SecureClaims AI is an innovative project designed to combat healthcare fraud by employing retrieval-augmented generation for realistic attack simulation combined with Bayesian adversarial reasoning to enhance fraud detection systems. It focuses on explainable decision-making and adaptability, allowing continuous evolution against emerging...

Published: 12/16/2025 | Inventor(s): Tahir Ekin

Keywords(s): Artificial Intelligence, Healthcare Fraud Detection

Category(s): Data/AI

Log-Regulated Laplacian Sparse Functional Connectivity of fMRI Data

Description: This technology introduces two novel functional connectivity (FC) estimation methods—a Log-Regularized Laplacian Graph estimator and a K-Nearest Neighbors (KNN) Graph estimator—that generate sparse FC matrices from resting-state fMRI BOLD time series. By pruning weak and irrelevant connections, these methods reduce noise and...

Published: 12/16/2025 | Inventor(s): Mylène Queiroz de Farias, Juliana Danso

Keywords(s): Data, Machine Learning, Neuroimaging

Category(s): Data/AI, Life Science

Uncertainty Estimation for Classification Algorithms through Confusion Matrix Analysis

Description: This technology improves upon traditional point estimates of model accuracy by implementing interval estimation techniques within Frequentist and Bayesian frameworks. Utilizing bootstrap and Monte Carlo sampling methods, it provides a robust measure of uncertainty for classification performance metrics, enhancing the reliability and interpretability...

Published: 12/16/2025 | Inventor(s): Amir Liron, Francis Méndez Mediavilla

Keywords(s): Machine Learning, Software, Statistical Analysis

Category(s): Data/AI, Software

Discovering How People Come and Go: Inferring Queue Dynamics and System-Level Time Series Data

Description: This technology is a two-stage data-driven methodology that analyzes queue dynamics by leveraging time series data to infer arrival and service patterns. It utilizes a non-parametric screening stage followed by parametric estimation, enabling accurate analysis without needing detailed event-level data. Validated through simulations and...

Published: 12/16/2025 | Inventor(s): Emily Zhu, Hafila Max Morais

Keywords(s): Data Analytics, Queue Theory

Category(s): Data/AI, Transportation

AI-Driven Plant Growth Optimization System

Description: This innovative technology integrates sensors, machine learning, and generative AI to collect multimodal plant data and simulate future growth scenarios, enabling real-time environmental adjustments and automated growth strategies to enhance plant health and productivity. Key Advantages: Proactive and automated plant growth optimization...

Published: 12/16/2025 | Inventor(s): Bahram Asiabanpour

Keywords(s): Agricultural Technology, Artificial Intelligence, Precision Agriculture

Category(s): Agriculture, Data/AI

Embedded Agricultural Decision System and Autonomous Field Implementation (Farmer on a Chip)

Description: The "Farmer on a Chip" is an innovative system-on-chip or embedded processor designed to perform autonomous agricultural management by integrating sensing, data analysis, machine learning, and optional generative AI. It operates independently from centralized infrastructure, making real-time irrigation, fertilization, and plant...

Published: 12/16/2025 | Inventor(s): Bahram Asiabanpour

Keywords(s): Agricultural Technology, Artificial Intelligence (AI), Edge Computing, Embedded Systems, Semiconductors

Category(s): Agriculture, Data/AI, Semiconductors

Automated Time Studies using Computer Vision and Large Language Models

Description: This technology uses advanced machine learning algorithms and computer vision techniques to automatically analyze video recordings of work processes, segmenting frames to identify and classify human actions like general movement or tool usage. It employs predetermined time study methods such as Basic MOST to estimate task durations accurately,...

Published: 11/13/2025 | Inventor(s): Abhimanyu Sharotry, Jesus Jimenez, Francis Méndez Mediavilla, Aleah White, Noe Tavira, Lauren Cravy

Keywords(s): Computer Vision, Industrial Process Optimization, Machine Learning

Category(s): Data/AI, Engineering

PATHOS AI: Personalized Academic Advising Tool

Description: PATHOS AI integrates proprietary university data sources into a secure, conversational interface to deliver tailored academic guidance. It features smart pathway generation, multi-source data integration, and a hybrid human-AI workflow to improve the quality and effectiveness of academic advising. Currently in early development, plans...

Published: 11/13/2025 | Inventor(s): Emily Zhu

Keywords(s): Artificial Intelligence, Educational Technology

Category(s): Data/AI

TalkPal Conversational AI for Mental Health Support

Description: TalkPal combines advanced AI with a human-in-the-loop approach to provide empathetic and trustworthy mental health support, augmenting therapists' workflows by sharing insights from user interactions while safeguarding user privacy. It undergoes iterative improvements based on expert and user feedback to optimize emotional intelligence...

Published: 11/13/2025 | Inventor(s): Anandi Dutta, Shivani Mruthyunjaya

Keywords(s): Artificial Intelligence, Mental Health Technology

Category(s): Data/AI

Safe-T Teen Driver Safety Application

Description: Safe-T improves the driving habits of teenagers aged 14-18 through real-time data analytics, AI behavioral analysis, and personalized feedback using smartphone sensors, vehicle telemetry, and cloud processing. It identifies risky driving patterns early, delivers corrective alerts, and engages teens with interactive learning and gamified...

Published: 12/23/2025 | Inventor(s): Anandi Dutta, Anannya Tusti, Subasish Das

Keywords(s): AI-Driven Behavioral Analytics, Automotive Safety Technology

Category(s): Data/AI, Engineering

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