Relevant bibliographies by topics / Statistical behavior of device

Contents

  1. Journal articles
  2. Dissertations / Theses
  3. Books
  4. Book chapters
  5. Conference papers
  6. Reports

Academic literature on the topic 'Statistical behavior of device'

Author: Grafiati
Published: 28 June 2021
Last updated: 29 July 2025

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Journal articles on the topic "Statistical behavior of device"

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Herasimov, S., E. Roshchupkin, V. Kutsenko, S. Riazantsev, and Yu. Nastishin. "Statistical analysis of harmonic signals for testing of Electronic Devices." International Journal of Emerging Trends in Engineering Research 8, no. 7 (2020): 3791–98. https://doi.org/10.30534/ijeter/2020/143872020.

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Harmonic signals are often used for control of functional state of electronic devices. In this paper we show that the goal can be achieved via monitoring of the statistical behavior of harmonic signals propagating through the tested device. Malfunctions of the device lead to the changes in the statistical characteristics of the harmonic signals and thus are used for the monitoring of the technical state of the device. We consider statistical behavior of such signals at the variation of their phase, caused by malfunctions in electronic devices. Deviation of the mathematical expectation from its
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Rianti, Puji, Tamara M. Anisa, and Huda S. Darusman. "The Effects of the Fire Hose Square Knot Browser as a Foraging Enrichment Device on the Behavior of Captive Macaca fascicularis." Veterinary Sciences 11, no. 11 (2024): 535. http://dx.doi.org/10.3390/vetsci11110535.

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Effective management of captive M. fascicularis (long-tailed macaques) is crucial for maintaining high-quality research models, necessitating strategies to promote their welfare. This study evaluated the impact of a foraging enrichment device, the “fire hose square knot browser”, on the behavior of 32 long-tailed macaques at the Primate Research Center of IPB University in Bogor, Indonesia. We observed and analyzed daily behaviors across various food types over 288 h using scan and instantaneous sampling methods. Statistical analyses, including ANOVA and Kruskal–Wallis tests, revealed signific
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Lee, Jin-Pyo, and Yang-Sook Lee. "Structural Equation Model of Elementary School Students’ Quality of Life Related to Smart Devices Usage Based on PRECEDE Model." International Journal of Environmental Research and Public Health 18, no. 8 (2021): 4301. http://dx.doi.org/10.3390/ijerph18084301.

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Korean elementary school students have the lowest life satisfaction levels among OECD countries. The use of smart devices has led to smartphone addiction, which seriously affects their quality of life. This study aims to establish and test variables that affect the quality of life (QOL) of elementary school students based on the Predisposing, Reinforcing and Enabling Constructs in Educational Diagnosis and Evaluation (PRECEDE) model, using smart device-related parental intervention, self-efficacy, social support, health promotion behaviors, family environment, smart device addiction, and QOL a
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Zhang, Min, Jia Ying Wang, Liang Liang Liang, Bin Hu, and Wan Li Hu. "Research on Waste Tubes Recycling with Material Properties in Wuhan." Advanced Materials Research 951 (May 2014): 133–36. http://dx.doi.org/10.4028/www.scientific.net/amr.951.133.

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The theoretical framework of this research is Theory of Planned Behavior (TPB). And from personal profile, residual effect factors and attitudes to recycling, this research investigates the factors affecting residents’ behavior of recycling waste fluorescent tubes, the characteristics of the behavior and related preference. The survey data are collected by the means of questionnaires and their exploratory analysis is conducted by SPSS and Principal Component Analysis (PCA). The statistical result illustrates that the main factors affecting the behaviors are propaganda, enterprise, recycling de
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Murenin, I. "Detection of Anomalies in the Traffic of IoT Devices." Proceedings of Telecommunication Universities 7, no. 4 (2021): 128–37. http://dx.doi.org/10.31854/1813-324x-2021-7-4-128-137.

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The article proposes an approach to finding anomalies in the traffic of IoT devices based on time series analysis and assessing normal and abnormal behavior using statistical methods. The main goal of the proposed approach is to combine statistical methods for detecting anomalies using unlabeled data and plotting key characteristics of device profiles. Within this approach the following techniques for traffic analysis has been developed and implemented: a technique for a feature extraction, a normal behavior boundary building technique and an anomaly detection technique. To evaluate the propos
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CARUSELA, M. F., and L. ROMANELLI. "PHASE BEHAVIOR IN A RING OF STOCHASTIC OSCILLATORS." Advances in Complex Systems 11, no. 01 (2008): 55–64. http://dx.doi.org/10.1142/s0219525908001453.

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We analyze the phase response of a system shaped as a ring of overdamped bistable and noisy oscillators coupled directionally. This device, which operates in the regime of stochastic resonance, may act as a short-term memory device. In the present work we show that in this regime the system presents partial phase synchronization with an average frequency equal to the external one. For lower/greater values of noise the system becomes more/less ordered, which is characterized by a statistical measure.
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Pshehotskaya, Ekaterina, and Oleg Mikhalsky. "Theft Preventive Measures for Interconnected Personal Computer Devices as Proactive Physical Security of Data." International Journal of Embedded and Real-Time Communication Systems 9, no. 2 (2018): 97–110. http://dx.doi.org/10.4018/ijertcs.2018070107.

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This article is concerned with the arising problems and implications of physical security and privacy of personal and control data on portable computer devices, especially smartphones. The authors consider various classifications of portable computer devices, isolate smartphones as a most common device, and study types of user behavior regarding the involved security risks of unauthorized access to the data stored both locally and remotely with accent of physical data access via device theft. Based on provided categorization the researchers discuss the factors and criteria suitable to generali
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Hernández-Balaguera, Enrique, and Diego Martin-Martin. "A Unified Description of the Electrical Properties with Complex Dynamical Patterns in Metal Halide Perovskite Photovoltaics." Fractal and Fractional 7, no. 7 (2023): 516. http://dx.doi.org/10.3390/fractalfract7070516.

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One of the most promising emerging photovoltaic technologies is represented by perovskite materials essentially due to their outstanding performance. However, the complex fundamental understanding of relevant device physics is challenging, making it harder to obtain correlations with efficiency and long-term stability, and thus definitely transforming the landscape of solar energy. In electrical terms, perovskite solar cells often show different types of experimental behaviors at long timescales (light-enhanced capacitance and chemical inductor) in separate voltage domains, but with permanent
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Mohun, Arwen. "On the Frontier of The Empire of Chance: Statistics, Accidents, and Risk in Industrializing America." Science in Context 18, no. 3 (2005): 337–57. http://dx.doi.org/10.1017/s0269889705000578.

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In The Empire of Chance, historians of science Gigerenzer et al. argue that statistical thinking has been “second to no other area of scientific endeavor” in its influence on “modern life and thought” (Gigerenzer et al. 1989, xiv-xv). This article describes how quantitative descriptions of risk associated with industrialization and technological change became part of the mentality of ordinary Americans. It explains why Americans began counting accidents, tells what kinds of accidents they counted and how they counted them, and shows how statistical representations of risk were used to justify
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Carvalho, Paulo Eduardo Guedes, Valdemir Muzulon dos Santos, Hassan Isber, and Flávio Augusto Cotrim-Ferreira. "Halogen light versus LED for bracket bonding: shear bond strength." Dental Press Journal of Orthodontics 18, no. 1 (2013): 31e1–31e6. http://dx.doi.org/10.1590/s2176-94512013000100007.

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INTRODUCTION: LED light-curing devices seek to provide a cold light activator which allows protocols of material polymerization with shorter duration. OBJECTIVE: The present study aimed to evaluate the shear bond strength of bracket bonding using three types of light-curing devices: One with halogen light (Optilight Plus - Gnatus) and two with LEDs (Optilight CL - Gnatus and Elipar Freelight - 3M/ESPE). RESULTS: Comparing the results by analysis of variance, the Gnatus LED device showed an inferior statistical behavior in relation to other light sources, when activated by a short time. But, wh
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Dissertations / Theses on the topic "Statistical behavior of device"

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Eis, Pavel. "Datová sada pro klasifikaci síťových zařízení pomocí strojového učení." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2021. http://www.nusl.cz/ntk/nusl-445543.

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Automatic classification of devices in computer network can be used for detection of anomalies in a network and also it enables application of security policies per device type. The key to creating a device classifier is a quality data set, the public availability of which is low and the creation of a new data set is difficult. The aim of this work is to create a tool, that will enable automated annotation of the data set of network devices and to create a classifier of network devices that uses only basic data from network flows. The result of this work is a modular tool providing automated a
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Kavianpour, Isfahani Zahra. "Statistical Analysis of Stormwater Device Testing Protocols in Portland, Oregon." PDXScholar, 2013. https://pdxscholar.library.pdx.edu/open_access_etds/676.

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Stormwater treatment is commonly performed with a combination of approaches including the utilization of natural systems and engineered devices. Before using a proprietary treatment instrument it is required to verify its performance and efficiency in reducing different pollution components including the TSS. Different states have developed strategies and regulations for accepting new instruments. In this thesis the stormwater management plan of the City of Portland, Oregon(2008), is analyzed in order to improve the current regulations. These rules apply to new technologies which are proposed
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Oltmans, Michael (Michael David) 1975. "Understanding naturally conveyed explanations of device behavior." Thesis, Massachusetts Institute of Technology, 2000. http://hdl.handle.net/1721.1/86620.

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Chow, Fung-kiu, and 鄒鳳嬌. "Modeling the minority-seeking behavior in complex adaptive systems." Thesis, The University of Hong Kong (Pokfulam, Hong Kong), 2003. http://hub.hku.hk/bib/B29367487.

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Boyle, Linda T. Ng. "Statistical analyses of traffic advisory systems on driving behavior /." Thesis, Connect to this title online; UW restricted, 1998. http://hdl.handle.net/1773/10174.

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Maitani, Masato Allara David L. "Observation of molecular level behavior in molecular electronic junction device." [University Park, Pa.] : Pennsylvania State University, 2009. http://etda.libraries.psu.edu/theses/approved/WorldWideIndex/ETD-4517/index.html.

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Uan-Zo-li, Julie Tammy. "Morphology, Crystallization and Melting Behavior of Propylene-Ethylene Statistical Copolymers." Diss., Virginia Tech, 2005. http://hdl.handle.net/10919/29143.

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In this work the morphology, crystallization and melting behavior of novel Dow Chemical propylene-ethylene copolymers were investigated. The incorporation of ethylene units into a polypropylene chain resulted in the decrease in crystallization, melting and glass transition temperatures and overall crystallinity. Based on the shape of heat capacity curves and the dependence of the melting temperature offset on ethylene content, it was concluded that copolymers prepared using different catalyst systems exhibited different ethylene sequence length distributions. The behavior of Dow Chemical pro
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Negahban, Arash. "Does Device Matter? Understanding How User, Device, and Usage Characteristics Influence Risky IT Behaviors of Individuals." Thesis, University of North Texas, 2015. https://digital.library.unt.edu/ark:/67531/metadc804895/.

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Over the past few years, there has been a skyrocketing growth in the use of mobile devices. Mobile devices are ushering in a new era of multi-platform media and a new paradigm of “being-always-connected”. The proliferation of mobile devices, the dramatic growth of cloud computing services, the availability of high-speed mobile internet, and the increase in the functionalities and network connectivity of mobile devices, have led to creation of a phenomenon called BYOD (Bring Your Own Device), which allows employees to connect their personal devices to corporate networks. BYOD is identified as o
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Kaplan, David Louis. "Characterizing chaos in a hybrid optically bistable device." Diss., The University of Arizona, 1988. http://hdl.handle.net/10150/184440.

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Turbulence and periodic oscillations are easily seen with an optically bistable device with a delay in the feedback. The device is a hybrid, having both optical and electronic components. The details of the time-dependent output are investigated. In particular, as the input intensity is increased, the device output goes through a series of second-order nonequilibrium phase transitions or bifurcations. A truncated period-doubling sequence is observed prior to the onset of turbulence or chaos. The truncation is shown to be due to a noise-induced bifurcation gap. Within the chaotic regime, the de
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Mikutta, Lukas [Verfasser]. "Thermal behavior and aging mechanisms of power device packages / Lukas Mikutta." München : Verlag Dr. Hut, 2018. http://d-nb.info/1174426705/34.

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Books on the topic "Statistical behavior of device"

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Nash, Franklin R. Estimating device reliability: Assessment of credibility. Kluwer Academic Publishers, 1993.

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S, Subramanian, and Subramanian S. The deprivation distribution profile: A graphical device for comparing alternative regimes of multidimensional poverty. Madras Institute of Development Studies, 2009.

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Corporation, International Data. Statistical reference book: Small, medium, and large scale storage. IDC, 1986.

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Mendoza, Meyra Sebello. Pricing behavior in Philippine corn markets: Implications for market efficiency. International Food Policy Research Institute, 1995.

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Center for the Study of Language and Information (U.S.), ed. Postverbal behavior. CSLI, 2002.

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Shahtahmasebi, Said. Conceptualizing behavior: A practical guide to data analysis. Nova Science Publishers, 2009.

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C, Mawhinney Thomas, ed. Organizational behavior management and statistical process control: Theory, technology, and research. Haworth Press, 1988.

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C, Mawhinney Thomas, ed. Organizational behavior management and statistical process control: Theory, technology, and research. Haworth Press, 1987.

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J, Krupnick Alan, and Harrington Winston, eds. Rules in the making: A statistical analysis of regulatory agency behavior. Resources for the Future, 1986.

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Shahtahmasebi, Said. Conceptualizing behavior: A practical guide to data analysis. Nova Science Publishers, 2009.

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Book chapters on the topic "Statistical behavior of device"

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Yu, Zhiwen, and Zhu Wang. "Device-Free Behavior Recognition." In Human Behavior Analysis: Sensing and Understanding. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-2109-6_4.

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Roy, Sisir. "Statistical Behavior of Microparticles." In Statistical Geometry and Applications to Microphysics and Cosmology. Springer Netherlands, 1998. http://dx.doi.org/10.1007/978-94-011-5230-3_2.

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Carney, Russell N. "Mnemonic Device." In Encyclopedia of Child Behavior and Development. Springer US, 2011. http://dx.doi.org/10.1007/978-0-387-79061-9_1810.

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Wu, Dan, Jing Dong, and Shaobo Liang. "Cross-Device Search Behavior Modeling." In Cross-device Web Search. Routledge, 2022. http://dx.doi.org/10.4324/9780429201677-6.

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Erbe, Christine, Ann Bowles, Dorian Houser, et al. "Behavioral Responses to Underwater Noise." In Marine Mammal Acoustics in a Noisy Ocean. Springer Nature Switzerland, 2025. https://doi.org/10.1007/978-3-031-77022-7_10.

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Abstract This chapter presents an overview of physical and acoustic behavioral responses of marine mammals to underwater sounds. A literature review was undertaken, and data on received levels at the animal when certain types of responses were observed were compiled in an online supplementary spreadsheet. Based on this, an overview of responses was written, organized first by species and then by sound type. In-air and underwater sound sources were considered. The most studied sound types were mid-frequency sonar and acoustic deterrent devices and then impact pile driving and vessels. The most
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Poling, Alan, Laura L. Methot, and Mark G. LeSage. "Statistical Analysis of Data." In Fundamentals of Behavior Analytic Research. Springer US, 1995. http://dx.doi.org/10.1007/978-1-4899-1436-1_8.

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Kumar Chakravarthy, Akshay. "Statistical Methods for Animal Behavior Inference." In Animal Behavior in the Tropics. Springer Nature Singapore, 2025. https://doi.org/10.1007/978-981-97-7324-4_5.

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Aizenman, Michael. "Rigorous Studies of Critical Behavior II." In Statistical Physics and Dynamical Systems. Birkhäuser Boston, 1985. http://dx.doi.org/10.1007/978-1-4899-6653-7_24.

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Okada, Akinori, and Hiroyuki Tsurumi. "Analyzing Consumers’ Behavior in Brand Switching." In Statistical Learning of Complex Data. Springer International Publishing, 2019. http://dx.doi.org/10.1007/978-3-030-21140-0_8.

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Gado, Tamer A. "Statistical Behavior of Rainfall in Egypt." In Flash Floods in Egypt. Springer International Publishing, 2020. http://dx.doi.org/10.1007/978-3-030-29635-3_2.

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Conference papers on the topic "Statistical behavior of device"

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Grigoriou, Emmanouil, Ming Li, Yoshitomo Kamiya, Germán J. de Valcárcel, and Carlos Navarrete-Benlloch. "Many-body phases enabled by quantum optical processes." In Quantum 2.0. Optica Publishing Group, 2024. http://dx.doi.org/10.1364/quantum.2024.qm5a.1.

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Many-body physics and quantum optics have traditionally worked on opposite sides of the physics spectrum. Quantum optics deals with the precise quantum control of atomic, optical, and solid state systems with a small number of degrees of freedom. On the other hand, many-body physics is typically associated with the statistical behavior of condensed-matter systems containing an infinite number of constituents. However, we are now in an era where our level of control of quantum-optical systems is so precise, that we can apply it to the design of devices that implement many-body models in regimes
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Liang, Q., B. Greene, S. J. Han, et al. "On the systematic analysis of ring-delay performance using statistical behavior model." In 2009 International Semiconductor Device Research Symposium (ISDRS 2009). IEEE, 2009. http://dx.doi.org/10.1109/isdrs.2009.5378332.

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Nedovic, N. "Methodology for Device, Circuit and Architecture Level Co-design and Optimization of Dense Wavelength Division Multiplexing Links." In CLEO: Applications and Technology. Optica Publishing Group, 2023. http://dx.doi.org/10.1364/cleo_at.2023.am1q.2.

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We present a Dense Wavelength Division Multiplexing (DWDM) statistical model for study and optimization of device, circuit, and link architecture parameters. Using the model, we explore the rich space of DWDM parameters and some fundamental tradeoffs in design of such systems, as well as the often-neglected interdependence between low level device behavior and the link performance.
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Champon, Xiaoxia, David Angeles, Thomas Buchheit, David Canfield, J. Derek Tucker, and Jason Adams. "A Statistical Assessment of Zener Diode Behavior Using Functional Data Analysis." In 2023 7th IEEE Electron Devices Technology & Manufacturing Conference (EDTM). IEEE, 2023. http://dx.doi.org/10.1109/edtm55494.2023.10103056.

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Champon, Xiaoxia, David Angeles, Thomas Buchheit, David Canfield, James Tucker, and Jason Adams. "A Statistical Assessment of Zener Diode Behavior Using Functional Data Analysis." In IEEE Electron Devices and Technology Manufacturing Conference - Seoul, , South Korea - March - 2023. US DOE, 2023. http://dx.doi.org/10.2172/2431957.

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Jena, Shreeshan, Thirugnanam Arunachalam, and Subrata Kumar Panda. "Numerical analysis of the mechanical behavior of assistive device using gait data from experimental and statistical methods." In 2017 14th IEEE India Council International Conference (INDICON). IEEE, 2017. http://dx.doi.org/10.1109/indicon.2017.8487897.

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Wattal, Aarav, Akash Levy, and Zainab Faryal Khan. "Statistical Modeling of Metal-Oxide RRAM SET/RESET Behavior Using Deep Neural Networks." In 2023 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD). IEEE, 2023. http://dx.doi.org/10.23919/sispad57422.2023.10319632.

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Boniardi, Mattia, Daniele Ielmini, Simone Lavizzari, Andrea L. Lacaita, Andrea Redaelli, and Agostino Pirovano. "Statistical and scaling behavior of structural relaxation effects in phase-change memory (PCM) devices." In 2009 IEEE International Reliability Physics Symposium (IRPS). IEEE, 2009. http://dx.doi.org/10.1109/irps.2009.5173236.

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YAO, ZHENGTAO, PHILIPPE HAWI, VENKAT AITHARAJU, JAY MAHISHI, and ROGER GHANEM. "CROSS SCALE SIMULATION OF FIBER-REINFORCED COMPOSITES WITH UNCERTAINTY IN MACHINE LEARNING." In Proceedings for the American Society for Composites-Thirty Eighth Technical Conference. Destech Publications, Inc., 2023. http://dx.doi.org/10.12783/asc38/36590.

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Cross scale simulation aims to develop computational models that can capture the behavior of a system at multiple scales, from microscopic to macroscopic level. To explore the constitutive relationship of materials, a widely used conceptual and numerical tool called Representative Volume Element (RVE) is introduced to solicit information from their subscales in finite element analysis. It characterizes the behavior at one quadrature point of a physical device by homogenizing the local behavior over finer scales. By replicating the RVE throughout the analysis domain, a homogeneous finite elemen
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Lorio, Diego A., Facundo J. Wedekamper, Fabiano Bertoni, Facundo S. Lopéz, George C. Campello, and Telmo Strohaecker. "Friction Behavior Between Epoxy and Flexible Pipes Armor Wires." In ASME 2016 35th International Conference on Ocean, Offshore and Arctic Engineering. American Society of Mechanical Engineers, 2016. http://dx.doi.org/10.1115/omae2016-54905.

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The offshore industry has presented an increasing demand over the last few decades, requiring the production in deep water fields. The end fittings (EF) are critical points within the production system. Therefore, structural and fatigue analyses are essential in the EF design, making it necessary to know the stress distribution experienced by the armor wires along the EF. Numerical and analytical models are often used in order to assess the stress state. However, characteristics like geometries, materials and interactions must be previously known in order to apply these models. The purpose of
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Reports on the topic "Statistical behavior of device"

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Shynenko, Mykola, and Olga Pinchuk. Activity of users of the web resource "Electronic Library of the National Academy of Sciences of Ukraine" during crisis events. Institute for Digitalization of Education, 2022. http://dx.doi.org/10.33407/lib.naes.733438.

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The monitoring of the use of the web resource "Electronic Library of the National Academy of Sciences of Ukraine" is aimed at providing informational and methodological support by means of the Google Analytics service in order to track the processes of visiting and using electronic resources, as well as to increase the efficiency of the development, improvement and maintenance of the electronic library site. A comparative analysis of the use of library resources for the period from March 1-May 31, 2022 to September 1-November 30, 2022 during the full-scale Russian invasion of Ukraine was perfo
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Durlauf, Steven. Statistical Mechanics Approaches to Socioeconomic Behavior. National Bureau of Economic Research, 1996. http://dx.doi.org/10.3386/t0203.

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Ippen, E. P., J. G. Fujimoto, and H. A. Haus. Femtosecond Photonics: Fundamental Phenomena and Device Behavior. Defense Technical Information Center, 1992. http://dx.doi.org/10.21236/ada250506.

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Fujimoto, James G., Hermann A. Haus, and Erich P. Ippen. Femtosecond Photonics: Fundamental Phenomena and Device Behavior. Defense Technical Information Center, 1995. http://dx.doi.org/10.21236/ada296712.

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Kavianpour Isfahani, Zahra. Statistical Analysis of Stormwater Device Testing Protocols in Portland, Oregon. Portland State University Library, 2000. http://dx.doi.org/10.15760/etd.676.

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Im, Mi-Young, Peter Fischer, Yamada Keisuke, and Shinya Kasai. Statistical Behavior of Formation Process of Magnetic Vortex State in Ni80Fe20 Nanodisks. Office of Scientific and Technical Information (OSTI), 2011. http://dx.doi.org/10.2172/1011040.

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Sukthankar, Gita. (YIP-09) Improving Synthesis and Recognition of Crowded Scenes using Statistical Models of Group Behavior. Defense Technical Information Center, 2013. http://dx.doi.org/10.21236/ada578243.

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Tromayer, Jurgen, Gerd Neumann, Alexander Trattner, Roland Kirchberger, and Hans van den Hoevel. Evaluating the Behavior of Carbureted Engines using a Fast Response Fuel Consumption Measurement Device with Minor Impact on Engine Characteristics. SAE International, 2013. http://dx.doi.org/10.4271/2013-32-9128.

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Jury, William A., and David Russo. Characterization of Field-Scale Solute Transport in Spatially Variable Unsaturated Field Soils. United States Department of Agriculture, 1994. http://dx.doi.org/10.32747/1994.7568772.bard.

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This report describes activity conducted in several lines of research associated with field-scale water and solute processes. A major effort was put forth developing a stochastic continuum analysis for an important class of problems involving flow of reactive and non reactive chemicals under steady unsaturated flow. The field-scale velocity covariance tensor has been derived from local soil properties and their variability, producing a large-scale description of the medium that embodies all of the local variability in a statistical sense. Special cases of anisotropic medium properties not alig
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Nova Martínez, Manuel Arturo, Carlos Ignacio Torres Londoño, and Yerson Ferney Porras García. Exploring relationships between statistical variables with implementation in Python and R: A practical guide for basic statistics courses. Ediciones Universidad Cooperativa de Colombia, 2024. https://doi.org/10.16925/gcgp.135.

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This document presents the elementary theory for conducting an initial exploratory analysis of a data set using descriptive measures and statistical diagrams, focusing on demonstrating how valuable information about the phenomenon of interest can be extracted through these tools. It includes a comparative analysis of the behavior of certain socioeconomic variables among a sample of professional individuals from the Meta department in Colombia, with implementations in both the R software and the Python language. Based on these concepts and methods, a guided project is developed.
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