Search Results - "Grosu, Radu"

Neural circuit policies enabling auditable autonomy by Lechner, Mathias, Hasani, Ramin, Amini, Alexander, Henzinger, Thomas A., Rus, Daniela, Grosu, Radu

“…A central goal of artificial intelligence in high-stakes decision-making applications is to design a single algorithm that simultaneously expresses…”
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A Roadmap Toward the Resilient Internet of Things for Cyber-Physical Systems by Ratasich, Denise, Khalid, Faiq, Geissler, Florian, Grosu, Radu, Shafique, Muhammad, Bartocci, Ezio

“…The Internet of Things (IoT) is a ubiquitous system connecting many different devices-the things -which can be accessed from the distance. The cyber-physical…”
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A Multi-Sensor Data Fusion Approach for Atrial Hypertrophy Disease Diagnosis Based on Characterized Support Vector Hyperspheres by Zhu, Yungang, Liu, Dayou, Grosu, Radu, Wang, Xinhua, Duan, Hongying, Wang, Guodong

“…Disease diagnosis can be performed based on fusing the data acquired by multiple medical sensors from patients, and it is a crucial task in sensor-based…”
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Intelligent Sea States Identification Based on Maximum Likelihood Evidential Reasoning Rule by Zhang, Xuelin, Xu, Xiaojian, Xu, Xiaobin, Gao, Diju, Gao, Haibo, Wang, Guodong, Grosu, Radu

“…It is necessary to switch the control strategies for propulsion system frequently according to the changes of sea states in order to ensure the stability and…”
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The impact of multicentric datasets for the automated tumor delineation in primary prostate cancer using convolutional neural networks on 18F-PSMA-1007 PET by Holzschuh, Julius C., Mix, Michael, Freitag, Martin T., Hölscher, Tobias, Braune, Anja, Kotzerke, Jörg, Vrachimis, Alexis, Doolan, Paul, Ilhan, Harun, Marinescu, Ioana M., Spohn, Simon K. B., Fechter, Tobias, Kuhn, Dejan, Gratzke, Christian, Grosu, Radu, Grosu, Anca-Ligia, Zamboglou, C.

“…Abstract Purpose Convolutional Neural Networks (CNNs) have emerged as transformative tools in the field of radiation oncology, significantly advancing the…”
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Neural circuit policies enabling auditable autonomy by Lechner, Mathias, Hasani, Ramin, Amini, Alexander, Henzinger, Thomas A., Rus, Daniela, Grosu, Radu

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Monitoring with uncertainty by Bartocci, Ezio, Grosu, Radu

“…We discuss the problem of runtime verification of an instrumented program that misses to emit and to monitor some events. These gaps can occur when a…”
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An end-to-end neural network framework for state-of-health estimation and remaining useful life prediction of electric vehicle lithium batteries by Li, Penghua, Zhang, Zijian, Grosu, Radu, Deng, Zhongwei, Hou, Jie, Rong, Yujun, Wu, Rui

“…This study proposes an end-to-end prognostic framework for state-of-health (SOH) estimation and remaining useful life (RUL) prediction. In such a framework, a…”
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Unsupervised Wafermap Patterns Clustering via Variational Autoencoders by Tulala, Peter, Mahyar, Hamidreza, Ghalebi, Elahe, Grosu, Radu

“…Semiconductor manufacturing processes are prone to process deviations or other production issues. Quality assurance of every processing step and measuring…”
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DynGATT: A dynamic GATT-based data synchronization protocol for BLE networks by Hirsch, Christian, Davoli, Luca, Grosu, Radu, Ferrari, Gianluigi

“…Bluetooth Low Energy (BLE) is a wireless communication technology for power-constrained Internet of Things (IoT) applications. BLE data can be transmitted via…”
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A generative neural network model for the quality prediction of work in progress products by Wang, Guodong, Ledwoch, Anna, Hasani, Ramin M., Grosu, Radu, Brintrup, Alexandra

“…One of the key challenges in manufacturing processes is improving the accuracy of quality monitoring and prediction. This paper proposes a generative neural…”
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Algorithmic Minimization of Uncertain Continuous-Time Markov Chains by Cardelli, Luca, Grosu, Radu, Larsen, Kim G., Tribastone, Mirco, Tschaikowski, Max, Vandin, Andrea

“…The assumption of perfect knowledge of rate parameters in continuous-time Markov chains (CTMCs) is undermined when confronted with reality, where they may be…”
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c302: a multiscale framework for modelling the nervous system of Caenorhabditis elegans by Gleeson, Padraig, Lung, David, Grosu, Radu, Hasani, Ramin, Larson, Stephen D.

“…The OpenWorm project has the ambitious goal of producing a highly detailed in silico model of the nematode Caenorhabditis elegans. A crucial part of this work…”
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Driver Distraction Detection Using Octave-Like Convolutional Neural Network by Li, Penghua, Yang, Yifeng, Grosu, Radu, Wang, Guodong, Li, Rui, Wu, Yuehong, Huang, Zeng

“…This study proposes a lightweight convolutional neural network with an octave-like convolution mixed block, called OLCMNet, for detecting driver distraction…”
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An Algebraic Framework for Runtime Verification by Jaksic, Stefan, Bartocci, Ezio, Grosu, Radu, Nickovic, Dejan

“…Runtime verification (RV) is a pragmatic and scalable, yet rigorous technique, to assess the correctness of complex systems, including cyber-physical systems…”
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Quantitative monitoring of STL with edit distance by Jakšić, Stefan, Bartocci, Ezio, Grosu, Radu, Nguyen, Thang, Ničković, Dejan

“…In cyber-physical systems (CPS), physical behaviors are typically controlled by digital hardware. As a consequence, continuous behaviors are discretized by…”
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Message from the ACSD 2018 Program Chairs

“…Presents the introductory welcome message from the conference proceedings. May include the conference officers' congratulations to all involved with the…”
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Investigation and benchmarking of U-Nets on prostate segmentation tasks by Bhandary, Shrajan, Kuhn, Dejan, Babaiee, Zahra, Fechter, Tobias, Benndorf, Matthias, Zamboglou, Constantinos, Grosu, Anca-Ligia, Grosu, Radu

“…In healthcare, a growing number of physicians and support staff are striving to facilitate personalized radiotherapy regimens for patients with prostate…”
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Cyber-physical systems: challenge of the 21st century by Esterle, Lukas, Grosu, Radu

“…Cyber-physical systems and the Internet of Things will be omnipresent in the near future. These systems will be tightly integrated in and interacting with our…”
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Capacitive Soil Moisture Sensor Node for IoT in Agriculture and Home by Hirsch, Christian, Bartocci, Ezio, Grosu, Radu

“…Growing food for nine billion people is a challenge we will face in near future. Digital technologies hold a great promise to increase efficiency and use…”
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