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An Effective Approach for Plant Monitoring, Classification and Prediction Using IoT and Machine Learning 1

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4th International Conference on Artificial Intelligence and Evolutionary Computations in Engineering systems (ICAIECES)

作者： Shibani, Kumari Kumar, K. S. Sendhil Shanmugam, G. Siva Vellore Inst Technol Sch Comp Sci & Engn Vellore Tamil Nadu India

ISBN: (数字)9789811501999

ISBN: (纸本)9789811501999;9789811501982

Agriculture has been the most important sector of our country. As the world is growing and moving in a fast pace, and depending on the automation of most of the things there is also a need to maintain plants by doing some automation. In general, every plant has some specific needs that have to be addressed for its survival. Therefore, a system must be developed where plants can communicate with the user through IoT. By monitoring these parameters, we can ensure that the plants are healthy. There is also the need to analyse, collect and make the best use of the parameters for classifications about their state. In this project, the focus is mainly on two parts. The first part aims to model a system where we keep track of the requirements of the plants using sensors and IoT. Data collection is done through sensors and sent to the Blynk app. Automatic water controller activates only when the moisture content falls below a certain threshold. The second part aims to analyse the Blynk collected data to classify the plant based on its conditions, i.e. healthy or unhealthy. Finally, we compare the performance results of support vector machine, random forest and logistic regression for classification.

关键词： Sensors IoT Blynk Machine learning Comparative analysis

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Knowledge Management Life Cycle Model Based on PDSA for Agile Companies 8th

Knowledge Management Life Cycle Model Based on PDSA for Agil...

引用

World Conference on Information systems and Technologies (WorldCIST)

作者： Dovleac, Raluca Ionica, Andreea Leba, Monica Rocha, Alvaro Univ Petrosani Petrosani 332006 Romania Univ Coimbra Coimbra Portugal

ISBN: (纸本)9783030456870;9783030456887

The paper analyzes the ways in which knowledge management contributes to the success of today's companies and leads to an increase in their effectiveness and ability to remain competitive, and furthermore, the tools and practices that they use for their knowledge management process with the role of providing a framework for their knowledge management, which is based on a proposed knowledge management life cycle, inspired by the Agile System Development Life cycle. For this, in the paper, the current life cycle models used in knowledge management have been analyzed, along with the particularities and necessities of agile companies, and based on this, a life cycle model for the knowledge management of agile companies has been proposed, and furthermore, the possibility of integrating quality management tools within each stage of the life cycle has been analyzed, and a set of quality tools has been proposed in the context of the life cycle model.

关键词： Life cycle Knowledge management Agile Quality

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Prediction-Based Reversible Watermarking for Safe Transfer of CT Scan Medical Images 4th

Prediction-Based Reversible Watermarking for Safe Transfer o...

引用

Future Technologies Conference (FTC)

作者： Memon, Nisar Ahmed Ahmed, Shakeel King Faisal Univ Coll Comp Sci & Informat Technol CCSIT Al Hasa Saudi Arabia

ISBN: (纸本)9783030325206;9783030325190

Due to rapid development in the field of computer networks, exchange of medical records over the Internet has become common practice now-a-days. Medical records, which contain patient information and medical images, are exchanged among medical personnel for number of reasons. Discussing diagnostic and therapeutic measures is one of the main reasons of this exchange. Since patients are highly sensitive about their medical information;therefore these images require strict security. To achieve this stringent requirement digital image watermarking provides a good solution. In this paper, we present a prediction-based reversible medical image watermarking (MIW) system, which is comprised of two phases: embedding phase and extraction phase. In embedding phase, the proposed system, first divides the cover image in region of interest (ROI) and region of non-interest (RONI). Later it embeds a fragile watermark (FW) in ROI for achieving integrity control of ROI and a robust watermark (RW) in RONI for achieving security and authenticity of medical image. In extraction phase, the implanted watermarks are extracted first and then are compared with their reference watermarks to verify the integrity, security and confidentiality of the received image. We have used CT scan medical images for simulations. Experimental results show that proposed system provides better security and confidentiality for safe transfer of CT scan medical images. In addition, proposed system also outperforms the other reversible MIW techniques, which are currently reported in literature.

关键词： Prediction-based reversible watermarking Fragile watermarking Robust watermarking Authenticity Confidentiality LSB technique

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Research on Interaction Design of Children's Companion Robot Based on Cognitive Psychology Theory 3rd

Research on Interaction Design of Children's Companion Robot...

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3rd International Conference on intelligent Human systems Integration (IHSI) - Integrating People and intelligent systems

作者： Zhang, Tianmai Tang, Wencheng Southeast Univ Sch Mech Engn Nanjing 211189 Peoples R China

ISBN: (纸本)9783030395124;9783030395117

This paper aims to explore the interactive design methods for children's companion robots by applying cognitive psychology theories. First of all, the researchers conduct an investigation, which analysis from the perspective of cognitive psychology. In combination with the users' aesthetic requirements, habits and physiological laws, the user demands in product design are reasonably analyzed. Then use cognitive psychology to observe the using process of children. Design information is obtained by investigating perception, thinking and operational process of users. Finally, combined with the user model of design object groups, a targeted interaction mode is developed and verified by the product design practice. The article transforms the traditional design thinking of "machine-oriented" into "people-oriented", which has guiding significance for the future interactive design of other robot products.

关键词： Interaction design Cognitive psychology Companion robot

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IGIP Multilingual Glossary 21st

IGIP Multilingual Glossary

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21st International Conference on Interactive Collaborative Learning (ICL) / 47th IGIP International Conference on Engineering Pedagogy - Teaching and Learning in a Digital World

作者： Polyakova, Tatiana Moscow Automobile & Rd Construct State Tech Univ Moscow Russia

ISBN: (纸本)9783030119324;9783030119317

International Society for Engineering Pedagogy (IGIP) uses Global English as the working language of its conferences and publications. The analysis of ICL/IGIP 2017 Conference Presentations showed that English is a foreign language for more than 80 per cent of its participants. This fact causes certain problems for using and understanding Engineering Pedagogy terminology. To solve these problems IGIP launched a project aimed at compiling a multilingual Engineering Pedagogy glossary. "IGIP Multilingual Glossary" consists of the English core - basic Engineering Pedagogy terms and their definitions followed by translations into the target languages of the countries participating in IGIP activities as its National Sections. The paper describes the structure of the Glossary, the word entry, the Chapters of the main Subject Part, the problems that occurred during the work, and the ways of their solutions. The IGIP Working Group "Languages and Humanities in Engineering Education" is responsible for this project. The electronic version of the Glossary will be uploaded to IGIP site and it will give the opportunity to add new terms as soon as they appear in the professional communication.

关键词： Engineering pedagogy Terminology Multilingual glossary

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Parametric Identification of Electric Drives Based on Performance Limits 20th

Parametric Identification of Electric Drives Based on Perfor...

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20th Annual International Scientific Conference on Energy Management of Municipal Facilities and Sustainable Energy Technologies (EMMFT)

作者： Saushev, Aleksandr Antonenko, Svyatoslav Lakhmenev, Alexey Monahov, Aleksandr Admiral Makarov State Univ Maritime & Inland Ship 5-7 Dvinskaya St St Petersburg 198035 Russia

ISBN: (纸本)9783030197568;9783030197551

Identification methods for the dynamic systems are considered with respect to electric drives. It is shown that electric drives are complex electromechanical systems, the mechanical part of which is multimass and contains elements with elastic connections. The features of these systems that require considering the gaps in gear units when solving modeling and identification problems;elasticity arising in the shafts;stiffness change of elastic elements in couplings. It is noted that the identification problem of electric drives is a subproblem of managing the state of electromechanical systems. The basis of methods and algorithms for its solution is a set is information about the performance limits of the electric drive. It is shown that identification of the controlled parameters of the electric drive requires using statistical methods based on the expansion of the pulse transient functions to a series of the orthonormal Laguerre transformed system of functions. The method has been proposed in order to assess the condition of the electric drive during operation. This method involves setting the performance limits as a set of boundary points. A distinctive feature of the method is the high identification accuracy.

关键词： Electric drive Performance limits Working capacity Identification State assessment

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Low Power High Performance computing on Arm System-on-Chip in Astrophysics 4th

Low Power High Performance Computing on Arm System-on-Chip i...

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Future Technologies Conference (FTC)

作者： Taffoni, Giuliano Bertocco, Sara Coretti, Igor Goz, David Ragagnin, Antonio Tornatore, Luca Astron Observ Trieste Natl Inst Astrophys Via GB Tiepolo 11 Trieste Italy

ISBN: (纸本)9783030325206;9783030325190

In this paper, we quantitatively evaluate the impact of computation on the energy consumption on Arm MPSoC platforms, exploiting both CPUs and embedded GPUs. Performance and energy measures are made on a direct N-body code, a real scientific application from the astrophysical domain. The time-to-solutions, energy-to-solutions and energy delay product using different software configurations are compared with those obtained on a general purpose x86 desktop and PCIe GPGPU. With this work, we investigate the possibility of using commodity single boards based on Arm MPSoC as an HPC computational resource for real Astrophysical production runs. Our results show to which extent those boards can be used and which modification are necessary to a production code to profit of them. A crucial finding of this work is the effect of the emulated double precision on the GPU performances that allow to use embedded and gaming GPUs as excellent HPC resources.

关键词： Arm GPU MPSoC HPC Energy-to-solution Energy Delay Product

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Design of Health Control Applied to Elderly People's Resistance Exercise Device

Design of Health Control Applied to Elderly People's Resista...

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10th International Conference on Applied Human Factors and Ergonomics / AHFE International Conferences on Usability and User Experience, and Human Factors and Assistive Technology

作者： Hsu, Tang-Yung Chen, Hsi-Jen Wu, Fong-Gong 1 Univ Rd Tainan 701 Taiwan

ISBN: (纸本)9783030191351;9783030191344

This project is to study the relationship between blood circulation and muscle movement and to understand the metabolic function between cells. To help the middle-age and elderly improve blood circulation, prevent Vascular lesion and promote blood sugar control. This study uses resistance movements to help middle-aged and elderly people to increase their muscle fibers, improve blood circulation and metabolism, and assist in the blood sugar control. Then it can improve body function, reduce the cause of chronic disease formation, and prevent chronic diseases. The ultimate goal of this project is to design an interaction sport advice aids in lower limbs sport. Mainly to train muscles to achieve the effect of converting blood sugar into muscles become energy, thereby achieving glycemic control. In addition, muscle movement promotes blood circulation throughout the body, burns excess calories, and prevents atherosclerosis caused by endothelial cell dysfunction.

关键词： Elderly sport Resistance training Blood sugar

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An Enhanced Recycling Folded Cascode Amplifier

An Enhanced Recycling Folded Cascode Amplifier

引用

International Conference on computing, Power and Communication Technologies (GUCON)

作者： Soni, Praveen Gautam, Shweta Netaji Subhas Univ Technol Dept Elect & Commun Engn Sect 3 New Delhi 110078 India

ISBN: (纸本)9789811503399;9789811503382

A recycling folded cascode amplifier comprising a local common-mode feedback technique with NMOS, working in a triode region is presented. The proposed amplifier shows enhanced performance as compared to the recycling folded cascode amplifier and OTA based on the local common-mode feedback structure with increased gain, GBW without additional power dissipation. The proposed amplifier performance is verified by the LTspice simulator tool with TSMC 180 nm CMOS process parameters. Performance of this amplifier when compared with CFRFC amplifier shows 202.9% GBW, 15.1 dB dc gain improvement with 30 pF load. The proposed amplifier has low fabrication cost and less verification time.

关键词： Operational transconductance amplifier Common-mode feedback recycling folded cascode (CFRFC) Transconductance GBW improvement Verification Optimization

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A VR System for Alleviating a Fear of Heights Based on Vital Sensing and Placebo Effect 22nd

A VR System for Alleviating a Fear of Heights Based on Vital...

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11th International Conference on intelligent Networking and Collaborative systems (INCoS) / 22nd International Conference on Network-Based Information systems (NBiS)

作者： Kitanosono, Iku Haramaki, Toshiyuki Kagawa, Tsuneo Nishino, Hiroaki Oita Univ Grad Sch Engn Oita Japan Oita Univ Fac Sci & Technol Oita Japan

ISBN: (纸本)9783030290290;9783030290283

Acrophobia is a phobia that persons fear for heights and tend to have negative images like falling down from their standing positions. Persons in acrophobia avoid going high places, so they have little experience in such places. Making them experience high places as much as possible is an effective treatment to improve the symptoms. Placebo effect is a well-known phenomenon that person's psychological belief influences his/her physical and mental status. In this paper, we propose a VR simulation system to overcome acrophobia based on a placebo effect by making persons virtually experience high places. We show a method for effectively presenting the heights to viewers according to their fear strength and elaborate our implementation approach of the proposed system.

关键词： Computers

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