This study benchmarks lexical, frozen semantic, and multi-view pipelines for five open-source UAV flight-control repositories and shows that concatenation and equal-mean fusion outperform the learned gate on PKS, that removing supervised contrastive learning does not reduce performance, and that the indicator branch re...
The developed system can improve the effectiveness of real-time monitoring of laying hen coops and help minimize the risk of theft through an IoT-based early warning mechanism.
Arreli Gavin Dewangga Laksana, Dendy Kurniawan, Iman Saufik Sausana· Jurnal Riset Teknik Komputer· 0 citations
While CSI scores do not directly assess central sensitization, they might reflect clinical features associated with central sensitization-related symptom burden in BMS, as observed for taste thresholds, pain intensity, and age.
Keita Takizawa, Kana Kawai-Ozasa, Sana Ohnuma et al.· Journal of Oral & Facial...· 0 citations
This work presents a partitioned coupling approach for electromechanical simulations of skeletal muscles. For the first time, we couple our highly specialized electrophysiology solver, which computes both force generation in muscle cells and action potential propagation in muscle fibers, with an external finite eleme...
Carme Homs-Pons, Yesid Villota-Narvaez, Lalith Kumar Doreti et al.· Proceedings in Applied Mathe...· 0 citations
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This paper walks through the layered autonomy pipeline, sensing and fusion, perception, localisation, planning, and control, and tying each layer to a decision the author made while building the vehicle, framed throughout against the SAE J3016 taxonomy.
Srikanth Annamareddy, Komal Sai Raj Atmakuri, Sai Revanth Singavarapu et al.· International Journal of Inn...· 0 citations
Malice-Scan is presented, a configurable static analysis security scanner designed to inspect source code without executing it, which provides a lightweight and extensible approach for security-oriented source-code scanning and can be integrated into local review and CI/CD workflows.
Pilli Chandana Das, D. Venkateswarlu· International Journal for Re...· 0 citations
The rapid expansion of Internet of Things (IoT) applications requires reliable evaluation frameworks capable of reproducing realistic radio-frequency (RF) environments. One of the main challenges is the limited availability of spectrum caused by the growing number of connected devices. This letter presents an experimen...
Julio Manco, Iyad Dayoub· IEEE Sensors Letters· 0 citations
Editor’s notes: This article provides a comprehensive survey of functional testing and validation methodologies for quantum circuits, bridging classical testing concepts with their quantum counterparts. Covering techniques ranging from coverage analysis and assertions to formal verification, mutation testing, metamorph...
The results show that structured preprocessing and tuning influenced performance, although the effects differed across architectures and stocks, and that structured preprocessing and tuning influenced performance, although the effects differed across architectures and stocks.
Fauzan Ghazi, S. Anuar, Saharudin Ismail et al.· Journal of Data Science and...· 0 citations
Several infectious and stress-related dermatological diseases were more prevalent among prisoners, whereas dermatitis was more frequent in the general population, indicating that environmental conditions and psychosocial factors may influence the distribution of dermatological diseases and highlight the importance of t...
Candan Çelik, M. S. Çelik· Dicle Tıp Dergisi· 0 citations
Support for creator protection is compatible with more lenient treatment of genuine non-commercial research and with recognition of AI's social benefits, and is compatible with more lenient treatment of genuine non-commercial research and with recognition of AI's social benefits.
Shailesh Singh, Zaman Rizvi· International Journal For Mu...· 0 citations
This project developed and validated an automated system using the YOLOv8 instance segmentation architecture to optimize the counting and classification of viable and non-viable seeds based on the tetrazolium test, demonstrating high precision in class distinction.
Paulo Martin Carreño Ferreira da Motta, M. A. Pazoti, N. B. Machado· Colloquium Exactarum· 0 citations
Evaluating Microsoft Copilot at enterprise scale requires test data that captures the full complexity of real organizations, yet real enterprise data contains sensitive information that cannot be used for evaluation under any circumstances. The post From synthetic enterprise data evaluations to real Microsoft Copilot AI confidence appeared first on Microsoft Research.
Microsoft Research Blog· microsoft.comOct 29, 2026
Host Sowbhagya Suresh shares some of the latest news and cutting-edge research from across Microsoft—from understanding the challenges facing coding agents to uncovering how people use AI at work and improving extended-range weather forecasting. The post Microsoft Research Focus – Edition #97 appeared first on Microsoft Research.
“X-Hinges” helps design and 3D print items like lamps and gloves with an interactive twist: automatically embedded sensors that perceive and adaptively respond to human contact.
StudentSim is a research system for evaluating and improving AI tutoring tools before they are tested with learners. It models how individuals may engage with tutors, giving feedback to improve tutor performance across subjects like chess, writing, and mathematics. The post Simulating student learning for better AI tutoring appeared first on Microsoft Research.
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