Search Results - technology+classifications+%3e+computer+science+%3e+algorithms

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Automated Hidden Neuron Optimization for MLPs
Advantages: Maximizes accuracy with fewer neurons through automated, adaptive neural network tuning Reduces data size by over 80% using advanced hybrid feature selection Ensures scalable, overfitting-resistant models with cross-validation and early stopping built-in Summary: Determining the optimal number of hidden neurons in Multilayer Perceptrons...
Published: 4/18/2025   |   Inventor(s): Srinivas Katkoori, Susmitha Boyidapu, Lakshmi Kavya Kalyanam
Keywords(s): Artificial Intelligence, Datasets, Machine Learning
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets
Defending Against Wi-Fi Spoofing Attacks Leveraging Physical-Layer Features
Advantages: Identifies Wi-Fi spoofing attacks by leveraging Doppler Effect and Symbol Timing Offset (STO) variations Protects against location manipulation, ensuring accurate navigation even in high-risk environments Improves navigation accuracy by differentiating legitimate and spoofed signals Cost-effective implementation with off-the-shelf...
Published: 1/22/2025   |   Inventor(s): Xiao Han, Yao Liu, Zhuo Lu
Keywords(s): Autonomous Vehicle, Cybersecurity , Telecommunication / Wireless Communication, Transportation
Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Computer Science > Algorithms
Methods and Techniques to Classify Stages in the Gonotrophic Cycle of Mosquitoes from Images using Computer Vision Techniques
­Advantages: Enables rapid and accurate identification of mosquito gonotrophic stages, enhancing disease surveillance efforts effectively. Reduces the need for extensive entomological expertise, making mosquito monitoring more accessible and efficient. Facilitates integration with citizen-science platforms, empowering community involvement...
Published: 5/23/2024   |   Inventor(s): Sriram Chellappan, Farhat Azam, Ryan Carney, Sherzod Kariev
Keywords(s): Artificial Intelligence, Infectious Diseases, Predictive Analytics
Category(s): Technology Classifications > Medical > Infectious Diseases, Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > Algorithms
Only Pick Once – Multi-Object Picking Algorithms for Picking Exact Number of Objects Efficiently
­Advantages: OPOS revolutionizes object picking with graph-based algorithms, topological analysis, and simultaneous multi-item retrieval, significantly enhancing operational efficiency, and reducing time and labor. OPOS's high success rates for two and three objects when only picking once indicate its reliability and robustness. This reliability...
Published: 8/16/2024   |   Inventor(s): Yu Sun, Zihe Ye
Keywords(s): Industrial Applications, Robotics
Category(s): Technology Classifications > Computer Science > C/S Sensors, Technology Classifications > Computer Science > Datasets, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Electronics > Electronics Sensors, Technology Classifications > Engineering > Computer Engineering, Technology Classifications > Engineering > Electrical Engineering
Three Connected V2V Applications Based on DSRC Basic Safety Messages
­Advantages: V2V warnings reduce accidents, enhancing road safety with advanced relative angle technology. Integrating relative angles boosts alert accuracy for more precise and effective warnings. Simulations show algorithm adaptability in diverse multi-lane scenarios, ensuring effectiveness. Summary: In the realm of motor vehicle safety,...
Published: 2/6/2024   |   Inventor(s): Srinivas Katkoori, Omkar Dokur, Gustavo Olenscki
Keywords(s): Internet of Things / IoT, Sensors, Transportation
Category(s): Technology Classifications > Engineering > Sensors, Technology Classifications > Computer Science > C/S Transportation, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Data/AI > Cybersecurity - Data/AI
Dynamic Memory Management on Graphics Processing Units (GPUs)
­Advantages: Optimizes GPUs, reducing memory bottlenecks for efficient parallel computation. Reduces delays, speeding up data-intensive tasks for enhanced responsiveness. Outperforms rivals by up to a hundredfold, delivering remarkable application enhancements. Summary: This technology transforms massively parallel systems, like GPUs, by...
Published: 5/9/2025   |   Inventor(s): Yicheng Tu, Minh Pham, Hao Li
Keywords(s): Computer Science, Computers Software and Information Technology
Category(s): Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Engineering > Computer Engineering
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
System and Method for Reducing a Threat Footprint of an Area-of-Interest
Advantages: The AI-enabled technology automates the risk assessment process and eliminates the need for manual techniques, which can be time-consuming and prone to human error. By leveraging AI, the technology is able to learn patterns and analyze complex data, uncovering new and previously unrecognized attack paths and strategies. The methodical...
Published: 2/6/2024   |   Inventor(s): Ankit Shah, Soumyadeep Hore, Dinesh Sharma
Keywords(s): Artificial Intelligence, Diagnostic Tools for Network Vulnerability Evaluations, Machine Learning
Category(s): Technology Classifications > Software > Multimedia, Technology Classifications > Data/AI > Cybersecurity - Data/AI, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > C/S Cybersecurity
Neuro-Voting: A Brain Computer Interface
­Competitive Advantages: No physical movement of the body is required, just mental intellect for making selections Highly accurate in making the choice, as accompanied by machine learning classifier to improve the performance Useful for aged people and with physical disabilities Not limited just to voting but finds its application...
Published: 7/17/2023   |   Inventor(s): Rupal Agarwal, Marvin Andujar
Keywords(s): Devices for Disabilities / Rehabilitation, Human Computer Interfaces, Medical Devices, Wearable Monitoring Equipment
Category(s): Technology Classifications > Arts and Humanities > Edtech, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Hardware, Technology Classifications > Engineering > Communications, Technology Classifications > Engineering > Computer Engineering, Technology Classifications > Medical > Medical Devices, Technology Classifications > Medical > Medical Sensors, Technology Classifications > Engineering, Technology Classifications > Engineering > Sensors
Control of Multiagent Networks With Misbehaving Nodes Over Directed Graph Topologies
­Competitive Advantages Limited number of controlled nodes required to gain the stability in the overall network. Utilization of a graph-based approach that allows to find steady-state values of critical nodes without the knowledge of the Laplacian matrix of the overall network. Best nodes could be selected from all the controlled nodes...
Published: 6/27/2024   |   Inventor(s): Emre Yildirim, Tansel Yucelen
Keywords(s): Health Tech, Industrial Applications, Transportation
Category(s): Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Hardware, Technology Classifications > Computer Science > Network Systems, Technology Classifications > Energy & Environment > Energy Engineering, Technology Classifications > Engineering > Autonomous Vehicle, Technology Classifications > Engineering > Transportation
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