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Real-Time Program-Specific Log Consolidation for Intrusion Detection

Advantages Reduces logs 219× for efficient data storage Performs real-time analysis with zero offline cost Minimizes memory use through subject activity consolidation Maintains high detection accuracy with low alert fatigue Summary Enterprises today are increasingly targeted by Advanced Persistent Threats (APTs), stealthy, long-term attacks...

Published: 7/18/2025 | Inventor(s): Yao Liu, Xiao Han, Zhuo Lu

Keywords(s): Computer Science, Cybersecurity

Category(s): Technology Classifications > Computer Science > C/S Cybersecurity, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Datasets

Layer-Wise Filter Thresholding

Advantages Layer-Specific Dynamic Thresholding High Compression with Accuracy Preservation No Retraining Required Profiling-Driven Pruning Strategy Edge-Device Friendly Architecture Summary Deploying AI on IoT edge devices is limited by the high computational and memory demands of traditional convolutional neural networks (CNNs). These constraints...

Published: 5/30/2025 | Inventor(s): Srinivas Katkoori, Lakshmi Kavya Kalyanam

Keywords(s): Artificial Intelligence, Internet of Things / IoT

Category(s): Technology Classifications > Computer Science > Computers Software & Information Technology, Technology Classifications > Computer Science > Algorithms, Technology Classifications > Computer Science > Datasets

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: 7/9/2025 | 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

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

Novel Nutrition Calculator App: A Personalized Tool for Scientists, Healthcare Professional and Public

Advantages: Gradual Automation: The staged approach enables seamless transition from semi-automatic to fully automatic pipelines, ensuring accuracy and adaptability to user needs and technological capabilities. Holistic Health Management: The app offers a holistic approach to health management, integrating AI insights, direct provider collaboration,...

Published: 2/23/2024 | Inventor(s): Hariom Yadav, Yu Sun, Kejvi Cupa, Navin Singh

Keywords(s): Artificial Intelligence, Health Tech, Nutrition / Diet Health

Category(s): Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > Datasets, Technology Classifications > Computer Science > Computers Software & Information Technology

Systems and Methods for Classifying Mosquito Larvae From Images Based on Localized Anatomical Components and Their Extracted Masks and Landmarks

Advantages: High Precision and Accuracy: AI algorithms and GMM to accurately identify mosquito larvae genus and species, reducing misidentification risks in critical applications like vector-borne disease control. Granular Analysis: Detailed analysis of mosquito larvae anatomy, enabling genus and species classifications for each localized component,...

Published: 10/16/2023 | Inventor(s): Ryan Carney, Sriram Chellappan

Keywords(s): Artificial Intelligence, Environmental Sciences

Category(s): Technology Classifications > Medical > Biotechnology, Technology Classifications > Data/AI > D/AI Imaging, Technology Classifications > Computer Science > Datasets

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

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

System and Method for Better Visualization and Analytics of Multi-variate Heterogeneous Time-Series Data

Competitive Advantages Making it easier to train subsequent machine learning/AI algorithms in tasks involving prediction or classification Providing a reliable and robust representation for the time-series data as noise and other outliers are removed during the weighted averaging operation. Providing a scalable solution where one can analyze time-series...

Published: 7/12/2023 | Inventor(s): Ismail Uysal, Alla Abdella

Keywords(s): Computer Science, Computers Software and Information Technology, Data Mining, Sensor

Category(s): Technology Classifications > Computer Science > Datasets, Technology Classifications > Computer Science

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