Search Results - datasets

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Empowering Deep Feature Learning for Human Activity Recognition by Spectrotemporal Harnessing of Biological Time-Series
­Advantages: Enhanced Accuracy: Achieves superior performance in human activity recognition by effectively harnessing spectral properties and temporal features. Automated Feature Learning: Utilizes deep neural networks for automatic feature extraction, saving time and resources while improving model efficiency. Versatility and Adaptability:...
Published: 8/10/2023   |   Inventor(s): Ria Kanjilal
Keywords(s): Datasets, Machine Learning
Category(s): Technology Classifications > Medical > Medical Sensors, Technology Classifications > Medical > Neuroscience, Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > C/S Sensors
Machine Learning Refinement of Mortality Prediction in High-Risk Cardiac Surgery
­Advantages: By incorporating machine learning algorithms and the LIME approach, this research aims to refine the existing risk prediction models used in high-risk cardiac surgery. The use of refined risk prediction models can assist surgeons in operative decision-making. By providing a clearer understanding of the potential outcomes and risks...
Published: 7/26/2023   |   Inventor(s): Abhinav Harish
Keywords(s): Cardiological Diseases Treatment, Datasets, Healthcare Training and Patient Evaluation and Software, Machine Learning
Category(s): Technology Classifications > Medical > Surgery, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
Automated Vehicle Identification Based On Car-following Data
Advantages: Enhanced safety through accurate AV identification. Improved traffic management and efficiency. Data-driven insights for research and business opportunities. Business Summary: Automated vehicles with adaptive cruise control have been operating on public roads with a significant rapidly growing market penetration. These Learning-based...
Published: 7/12/2023   |   Inventor(s): Xiaopeng Li (Shaw), Qianwen Li, Handong Yao, Zhaohui Liang
Keywords(s): Artificial Intelligence, Computer Science, Computers Software and Information Technology, Data Mining, Database Management, Datasets, Electronics, Mechanical Engineering, Sensors, Transportation
Category(s): Technology Classifications > Engineering > Transportation, Technology Classifications > Engineering > Sensors, Technology Classifications > Engineering, Technology Classifications > Data/AI, Technology Classifications > Computer Science > C/S Sensors, Technology Classifications > Computer Science > Datasets, Technology Classifications > Electronics > Electronics Sensors
Unlocking Precision: Harnessing Bootstrapped Semantic Preprocessing for Advanced Medical Data Labeling
Advantages: Efficient and Accurate Ground Truth Generation Improved Performance in Histopathology Analysis Increased Dataset Size for Better Training Business Summary: The integrated technology of Bootstrapped Semantic Preprocessing (BSP) sets it apart in the medical histopathology field by enabling effective automatic labeling for medical datasets...
Published: 7/14/2023   |   Inventor(s): Christopher Collazo
Keywords(s): Data Mining, Datasets, Healthcare Training and Patient Evaluation and Software, Medical Devices
Category(s): Technology Classifications > Medical, Technology Classifications > Data/AI, Technology Classifications > Medical > Medical Imaging, Technology Classifications > Medical > Biomedical Engineering
A Stochastic Analytical Model That Monitors The Returns Of A Production Process
Competitive Advantages The provided model has been statistically evaluated to be of a very high quality and can predict returns with high degree of accuracy. The designed model is based on real process data and can be used in any production process, provided the data is available. The calculated index factor can be helpful to make the correct decisions...
Published: 7/13/2023   |   Inventor(s): Chris Tsokos, Lohuwa Mamudu
Keywords(s): Computers Software and Information Technology, Datasets, Industrial Applications
Category(s): Technology Classifications > Computer Science > Datasets, Technology Classifications > Engineering > Industrial Engineering, Technology Classifications > Engineering > Manufacturing
A real data driven analytical model to predict happiness
Competitive Advantages Rank the risk factors with respect to the percent of contribution to the happiness scores Identified the significant interactions that influence the happiness score This model can be used strategically to increase the degree of happiness Summary USF inventors have developed this statistical model with the data available...
Published: 7/11/2023   |   Inventor(s): Chris Tsokos
Keywords(s): Datasets, Tests, Questionnaires and Surveys
Category(s): Technology Classifications > Computer Science, Technology Classifications > Software
Data Anomaly Detection and Localization with Reduced Delay and False Alarm Rate
Competitive Advantages Monitors and analyzes large data sets Accurate detection of irregularities Minimized average detection delay Summary We have developed a technique called Online Discrepancy Test (ODIT) for real-time detection of anomalies in high-dimensional systems. This algorithm is generic and applicable to various contexts...
Published: 7/11/2023   |   Inventor(s): Mahsa Mozaffari, Keval Doshi, Yasin Yilmaz
Keywords(s): Cybersecurity, Data Mining, Database Management, Datasets, Diagnostic Tools for Network Vulnerability Evaluations
Category(s): Technology Classifications > Computer Science, Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Computer Science > Datasets