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System and Method for Adaptive Multi-Domain Data Fusion and Agent-Based Prescriptive Analysis
Description: Fusion Nexus features an Adaptive Data Fusion Architecture that transforms diverse and unstructured data into a standardized numerical format suitable for AI processing. It employs a network of intelligent agents managed by the Model Context Protocol (MCP), including Micro-MCP Servers for initial data handling, a Data Standardization &...
Published: 3/10/2026
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Updated: 3/10/2026
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Inventor(s):
Joseph Fuller
,
Alex Schneider
,
Jake Bram
Keywords(s):
Artificial Intelligence
,
Data Fusion
,
Software
Category(s):
Data/AI
,
Software
PedSense: Smart Alert System for Pedestrian Safety
Description: PedSense integrates computer vision, radar, and acoustic sensors with deep learning algorithms to continuously monitor road and rail crossings, detect hazards, and forecast pedestrian and vehicle movements. It delivers multi-modal alerts via visual, audio, and haptic signals to protect pedestrians, including people with disabilities, while...
Published: 3/10/2026
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Updated: 3/10/2026
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Inventor(s):
Subasish Das
,
Md Islam
Keywords(s):
Smart Sensor Technology
,
Software
,
Transportation
,
Transportation Safety
Category(s):
Transportation
,
Software
AVLocal: Safe AV Maneuvers on Local Roads
Description: AVLocal is an innovative autonomous vehicle system designed specifically for rural and infrastructure-challenged environments. It combines real-time perception, map-independent localization, and tailored maneuver decision logic to navigate safely despite faded lane markings and lack of connectivity. Using multi-modal sensors (LiDAR, cameras,...
Published: 3/10/2026
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Updated: 3/10/2026
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Inventor(s):
Subasish Das
,
Shriyank Somvanshi
Keywords(s):
Automated Vehicle Technology
,
Autonomous Driving Systems
Category(s):
Transportation
,
Software
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
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Updated: 12/16/2025
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Inventor(s):
Amir Liron
,
Francis Méndez Mediavilla
Keywords(s):
Machine Learning
,
Software
,
Statistical Analysis
Category(s):
Data/AI
,
Software
EduPath AI
Description: EduPath AI assists university students in navigating their academic programs efficiently by creating customized semester-by-semester course plans. It considers career aspirations, prior courses completed, graduation timelines, and university-specific program prerequisites and scheduling constraints. The tool automates routine academic...
Published: 11/13/2025
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Updated: 11/11/2025
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Inventor(s):
Emily Zhu
Keywords(s):
Artificial Intelligence
,
Educational Technology
Category(s):
Data/AI
,
Software
SafeSpace Pro
Description: SafeSpace Pro combines key design principles such as wayfinding, memory aids, lighting, and flooring assessments into a single platform to evaluate and improve environments for independent living, especially for individuals with dementia or Alzheimer’s. By providing actionable feedback and AI-powered recommendations, it helps mitigate...
Published: 11/24/2025
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Updated: 11/11/2025
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Inventor(s):
Mohamad Adi
,
Mais Aljunaidy
Keywords(s):
Dementia Care Technology
,
Healthcare
,
Healthcare Technology
Category(s):
Data/AI
,
Software
,
Life Science
Emotion Identification Experience App
Description: The Emotion Identification Experience App leverages advanced artificial intelligence algorithms to recognize and analyze emotions expressed by users through facial expressions, voice tone, and textual inputs. This technology enhances user engagement by providing personalized feedback and adaptive experiences based on real-time emotional...
Published: 11/24/2025
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Updated: 11/11/2025
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Inventor(s):
Maria Resendiz
,
Damián Valles Molina
,
Md Inzamam Ul Haque
,
Rezwan Matin
,
Tamima Rashid
Keywords(s):
Artificial Intelligence
,
Human-Computer Interaction
Category(s):
Data/AI
,
Software
SafeR: the Safest Routing Tool
Description: SafeR is a pioneering technology designed to integrate safe route-finding into road navigation systems by considering not just the fastest, but the safest routes. By synthesizing existing research and addressing gaps, SafeR utilizes multi-source real-time data to provide safety-based probability scores for different routes, enhancing overall...
Published: 11/11/2025
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Updated: 12/19/2024
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Inventor(s):
Subasish Das
,
David Mills
Keywords(s):
Commute
,
Routes
,
Safety
,
Transportation
Category(s):
Transportation
,
Data/AI
,
Software
Diverse Emotion Portrayal Database
Description: The Diverse Emotion Portrayal Database is a comprehensive collection featuring 208 participants demonstrating the seven universal emotions (happy, sad, angry, disgust, surprised, fear, neutral) across diverse backgrounds. This database includes short video clips, each meticulously labeled to reflect a consensus on the portrayed emotion,...
Published: 11/11/2025
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Updated: 12/19/2024
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Inventor(s):
Maria Resendiz
,
Damián Valles Molina
Keywords(s):
Emotion Database
,
Emotion Expression
Category(s):
Data/AI
,
Software
Holistic Grow: A fully autonomous farming growth control and maintenance system
Description: Holistic Grow is a cutting-edge technology inspired by the human body, designed to support plant growth through a comprehensive, multi-station system. It leverages real-time sampling, computing, and a unified decision-making unit to precisely cater to every plant's needs for optimal growth and flavor. This system incorporates four...
Published: 11/11/2025
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Updated: 12/19/2024
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Inventor(s):
Bahram Asiabanpour
Keywords(s):
Automated Farming
,
Industry 4.0 in Farming
,
Plant Phenotype
Category(s):
Agriculture
,
Data/AI
,
Software
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