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检索条件"任意字段=Conference on Advances in Optical Data Storage Technology"

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A binary format for genetic data designed for large whole genome studies that enable both marker and strand based analyses

A binary format for genetic data designed for large whole ge...

引用

IEEE Symposium on Bioinformatics and Bioengineering (BIBE)

作者： Athos Antoniades Loizos Loizou Aristos Aristodimou Constantinos S. Pattichis Department of Computer Science University of Cyprus Nicosia Cyprus

Recent advances in genotyping technology have enabled large studies with data from thousands of subjects to contain half a million or more of single nucleotide polymorphisms (SNPs) marker per subject. This rapid increase in the size of data has generated the need to compress the data in order to reduce the storage capacity requirements and the memory required at run time to perform analysis on the data. The availability of so many markers across the whole genome has created opportunities for new methodologies to be implemented that take advantage of the relatively high density of the markers to perform analyses that take into account the Linkage Disequilibrium (LD), an effect where some combinations of genetic markers are non-randomly associated. Classical techniques for transforming genotypic data into a binary format are already in use by several applications however we demonstrate in this paper that the traditional transformations are not adequate for certain types of analyses as some information key to new methodologies of analyses is lost. We propose a new protocol for formatting binary genotypic data that can be used in all types of analyses while still offering a very high compression rate.

关键词： Genetics Genomics Bioinformatics Information analysis DNA Encoding Computer science data analysis Performance analysis Couplings

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Quality Inspection Algorithm of Printed Character Based on OCR technology

Quality Inspection Algorithm of Printed Character Based on O...

引用

data Science and Information System (ICDSIS), IEEE International conference on

作者： Ji Li Xin Xie China Tobacco Guangxi Industrial Co. Ltd Nanning China

ISBN: (数字)9798350381665

ISBN: (纸本)9798350381672

This electronic document is a “livUsing OCR technology to automatically recognize identification characters will greatly reduce people’s workload and improve work efficiency. However, in the case of low contrast between background and characters, traditional OCR technology has poor anti-interference ability and low recognition accuracy. This article proposes a printing character quality inspection algorithm based on AlexNet. The quality inspection process includes multiple steps such as image acquisition, image preprocessing, feature extraction, classification recognition, and quality inspection. In the design of fuzzy character recognition software, a graphical interaction interface is developed using the Python Tkinter module, and a character recognition system is designed, including a character recognition module and an information storage and query module, to enhance the human-machine interaction ability of the system and facilitate product sourcing and management. The experimental results show that the model in this paper can achieve recognition accuracy of 96.1%, and the recognition time for individual item characters is 0.29 seconds. The AlexNet model proposed in this article has better performance of printed character recognition than that of CNN and RNN models. The experimental conclusion of this article can be used for character recognition and quality inspection in the tobacco industry.

关键词： Printing Training Accuracy optical character recognition Software algorithms Training data Text detection

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Ledger technology of Blockchain and its Impact on Operational Performance of Banks: A Review

Ledger Technology of Blockchain and its Impact on Operationa...

引用

IEEE conference on Innovative Technologies in Intelligent Systems and Industrial Applications (CITISIA)

作者： Teja Goud Allam A B M Mehedi Hasan Angelika Maag P.W.C. Prasad Study Group Australia Australian Institute of Higher Education Australia Western Sydney University Australia

ISBN: (纸本)9781665417853

The distributed ledger technology eliminates third party providers from the transaction system to enhance strength and store information using digital storage techniques. In this research paper, we incorporate distributed ledger technology and Blockchain for secure financial transactions. This technology protectively transfers information and solves other issues. It carries an extra investigation process in a smart logistic area to enhance the overall system. This research paper follows some steps to generate an infrastructure that contains four major elements. These are - input, analysis, evolution, and output. It is also useful to implement a peer-to-peer networking approach in digital currency modules. It helps to transfer currency from one account to another with more stability and security. Here researchers also provide bitcoin techniques for the international market using Blockchain and distributed ledger technology. It is applicable for the KYC system and data management. In this paper, we provide a detailed literature review on this topic and generate an evolution table. This research paper’s verification table contains the frequency of each component selected from previously published research papers. The discussion part of the paper provides a helpful approach to manage transformation data using private as well as public Blockchain.

关键词： Distributed ledger optical fiber networks Stability analysis Blockchains Peer-to-peer computing Internet Security

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Security enhancements for a user-controlled lightpath provisioning system

Security enhancements for a user-controlled lightpath provis...

引用

International conference on Computing & Informatics (ICOCI)

作者： Jing Wu Michel Savoie Hanxi Zhang Scott Campbell Communications Rcscarch Centre Ottawa ONT Canada

User owned and managed optical networks offer new benefits compared to carrier networks. There are basically two types of user owned and managed optical networks: metro dark fibre networks and long-haul wavelength networks. A user-controlled lightpath provisioning system is designed to address the network management challenges, where only the customer has complete visibility of its own network and no provider can see all the network elements. The prototyped management software has a service-oriented architecture and uses the Jini and JavaSpaces technologies. Within one management system for a federation, there are six key components: a Jini Lookup Service, an instance of JavaSpaces for storage of Light Path Objects (LPOs), a Jini Service Access Point (SAP), an LPO service, an instance of switch communication service for each switch in the transport layer and a Grid SAP. Since the new management system is a distributed system and the new management system may be deployed over a public Internet infrastructure, secure access to the management modules is required. The application of existing system security technologies to the new management system is analyzed. To securely transfer objects across a network, SSL is used to encrypt RMI data streams and thus data streams between Jini services. To securely execute a dynamically downloaded Java class, Jini adopts the Java security model. To securely use a dynamically downloaded proxy to communicate to a remote service, Jini Extensible Remote Invocation is implemented to support security features such as invocation constraints, remote method control, and the trust verification model.

关键词： Java Switches optical fiber networks data security technology management Communication switching Software prototyping Service oriented architecture Internet Communication system security

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Session 3 overview - backplane transceivers

Session 3 overview - backplane transceivers

引用

IEEE International conference on Solid-State Circuits (ISSCC)

作者： M. Soyuer M. Fukaishi IBM Yorktown Heights NY USA NEC Corporation Limited Kanagawa Japan

The increasing clock rates of processing cores accompanying continuing advances in silicon technology drive the need to push electrical interconnect speeds higher. As industry-standard data rates pass 3Gb/s and approach the 5 to 12Gb/s realm, degradations from channel effects such as bandwidth loss, reflections, and crosstalk, can distort the signal to such an extent that robust data recovery requires equalizer-based backplane transceiver designs. Legacy 1 to 3Gb/s backplane channels rely on power-efficient NRZ transmit- and receive-side equalization techniques with adaptation. New signaling schemes, with better spectral efficiency, such as PAM4 and duobinary signaling, are of interest for data rates exceeding 10Gb/s. Another design challenge is the low bit-error-rate (BER) requirement of 10-15 or less.

关键词： Backplanes Transceivers Decision feedback equalizers optical signal processing Bit error rate Transmitters Crosstalk Adaptive equalizers Intersymbol interference Bandwidth

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Implication and Challenges in Modernisation of Healthcare System using 5G

Implication and Challenges in Modernisation of Healthcare Sy...

引用

advances in Computing, Communication and Networking (ICAC2N), International conference on

作者： Soban Badonia M. Veeresh Babu Nageswara Rao Lakkimsetty G. Kavitha Achyutha Prasad N Department of Information Technology University Of Wollongong Wollongong Australia CSE Department Aditya College of Engineering Madanapalle Andhra Pradesh India Department of Chemical and Petroleum Engineering American University of Ras Al Khaimah (AURAK) Ras al Khaimah United Arab Emiratesn Department of Chemical Engineering R.V.R.&.J.C College of Engineering Chowdavaram Guntur India Department of Computer Science and Engineering East West Institute of Technology Banglore India

ISBN: (数字)9798350356816

ISBN: (纸本)9798350356823

The healthcare industry has been affected by the rise in technological innovation, and following COVID-19, it is easy to see how adopting contemporary technology shapes the relationship between caregivers and their patients. The paper describes how the modern healthcare system is defined by phrases such as Cyber-Physical System(CPS), Internet of Things(IoT), Electronic Medical Record(EMR), big data, and Internet of Medical Things(IoMT). The conclusions also describe the difficulties that may arise through or following the execution of knowledge-based systems(KBS) in the health care industry. We have closely followed the schedule for the documentation created in the last few years, primarily from 2023 to 2017. The selection of the papers is based on how modern technologies are used to create a brighter future, as well as the technologies that are employed and the difficulties encountered in putting them into practice. Articles on the subjects we have chosen are reviewed using the Scopus database. The changing healthcare system must overcome numerous obstacles as it enters the internet and big data world. Connecting, learning, and implementing the knowledge-based system for precise decision-making are some of these issues. It was observed that using new technologies and giving stakeholders modest incentives can help overcome obstacles. Although electronic medical records, or EMRs, are helpful in improving caretaker treatment, they also generate a lot of data, which raises concerns about handling, storage, and privacy. technology advancements like 5G will open the door to a more sophisticated healthcare system that may be available to everyone, relieving pressure on the healthcare system, caregivers, and caregivers. These technology advancement support increase in quality of patient life and reduction in cost when compared to traditional healthcare system, also enabling the continuous monitoring of the patient health record using the IoMT and wearable devices.

关键词： Industries data privacy Costs 5G mobile communication Knowledge based systems Medical services Big data Information and communication technology Stakeholders Electronic medical records

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On measurement accuracy of lubricant thicknesses on sliders by ellipsometry

On measurement accuracy of lubricant thicknesses on sliders ...

引用

Asia-Pacific Magnetic Recording conference (APMRC)

作者： J. M. Zhao M.S. Zhang M.C. Yang Data Storage Institute Agency for Science Technology and Research Singapore

Transferred lubricant will affect IIMS and deteriorate flying stability, causing overall system reliability issues. Therefore, it is necessary to accurately determine the transferred lubricant thicknesses on sliders. Because the slider optical constants - vary with the measured spot, the measurement accuracy is a critical concern for ellipsometry application in measuring lubricant thicknesses on sliders. This paper investigates the measurement accuracy of lubricant thicknesses on sliders based on uncertainty propagation analysis and experimental studies. The results reveal that elliopsometry can't work out the correct lubricant thicknesses on slider.

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Overview of data Dissemination Strategy in Wireless Sensor Networks

Overview of Data Dissemination Strategy in Wireless Sensor N...

引用

2010 International conference on E-Health Networking, Digital Ecosystems and Technologies

作者： Fang hongping College of Information Science and Engineering Wuhan University of Science and technology wuhan, china Fang Kangling College of Information Science and Engineering Wuhan University of Science and technology wuhan, china

Each sensor node has the capacity of data collection, storage and transmission in the wireless sensor networks. They are usually scattered across the entire monitoring region and coordinate with each other to complete the monitoring task. The wireless sensor network can be regarded as a distributed database system. However, sensor nodes have energy and computational constraints. So some traditional distributed data dissemination schemas face new challenges. According to the characteristics of wireless sensor networks, some design and evaluation criterions are proposed hi this paper at first. Then, several main data dissemination strategies are described. Meanwhile their excellences and drawbacks are analyzed and evaluated from several aspects such as energy cost, load balance, robustness and stability. Finally, some conclusions and future research trends are pointed out.

关键词： Wireless Sensor Networks data Dissemination Pull-based strategy push-based strategy push-pull strategy

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Radiation Monitoring and Environmental Assessment in Precision Agriculture: Development of an Integrated IoT Device with Comprehensive data Analysis Capabilities

Radiation Monitoring and Environmental Assessment in Precisi...

引用

International conference on Computer and Information technology (ICCIT)

作者： Anik Chakraborty Rittik Das Gupta Drupada Roy Md. Zesanul Kabir Md. Saiful Islam Bablu Riva Das Gupta Department of Nuclear Engineering University of Dhaka Dhaka Bangladesh Department of Electronics and Communication Engineering Khulna University Engineering and Technology Khulna Bangladesh Department of Environmental Science Bangladesh Agriculture University Mymensingh Bangldesh Department of Electrical and Electronic Engineering Chittagong University Engineering and Technology Chittagong Bangladesh Department of Economics University of Chittagong Chittagong Bangladesh

This paper presents the development of an integrated IoT-based device tailored for precision agriculture, offering a holistic approach to background radiation monitoring and environmental assessment. The system comprises a carefully designed front end powered by Arduino and NodeMCU microcontrollers. It features an array of high-precision sensors including DHT-11 for temperature and humidity, optical dust sensor for particulate matter detection, and calibrated MQ sensors for CH4 and NH3 gas detection, alongside a Geiger radiation counter. The back end is seamlessly integrated with the Blynk application, offering real-time mobile monitoring, Thingspeak for comprehensive data visualization, and a secure Google spreadsheet for reliable data storage. A rigorous sensor validation process was conducted, demonstrating that this device's measurements align statistically with those of commercially available devices, validated through paired sample t-tests in SPSS software. The prototypic data analysis system also forms a crucial aspect of this research. Over six months, data was gathered from three strategically significant locations in Bangladesh. This analysis not only validates our device's efficacy but also provides a template for future users to effectively interpret their data. Additionally, comprehensive data analysis, including a graphical representation of all six parameters, provides a detailed insight into environmental conditions. The proposed IoT device not only demonstrates its effectiveness in precision agriculture but also showcases its adaptability for deployment across diverse geographical locations worldwide.

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optical monitoring with field server toward the BIX standardization

Optical monitoring with field server toward the BIX standard...

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SICE Annual conference

作者： Atsushi Hashimoto Ryoei Ito Nobukazu Iguchi Yoshitaka Motonaga Kenichi Nakanishi Takashi Mishima Toyokazu Hirozumi Ken-Ichiro Suehara Masayuki Hirafuji Seishi Ninomiya Takaharu Kameoka Graduate School of Bioresources Mie University Tsu Mie Japan Department of Infomatics School of Science and Engineering Kinki University Osaka Japan Institute of Science and Technology Niigata University Niigata Japan National Agricultural Research Center Tsukuba Ibaraki Japan

BIX is an XML standard for the data exchange between sensed data of the information arising on the spot and database. The nutrimental components in plants are important information for the diagnosis and the cultivation control of the agricultural products. Application of mid-infrared (MIR) spectroscopic and the X-ray fluorescent (XRF) spectroscopy to the simple, non-destructive, simultaneous, and rapid monitoring of the nutrient information of fresh plants is desirable as the high potential implements. The both spectroscopic methods provide substantial potential as the quantitative tools in the fields for the chemical components relating to the plant vigor. Since it is necessary to take an accurate grasp of the quality change in time and to make a suitable cultivation management for the change, we also carried on research of ldquothe development of BIX Image Broker System (BIX-IBS)rdquo and ldquothe remote monitoring of color of agricultural products for evaluating the qualityrdquo. BIX has to determine a standard not only for data acquisition and exchange but also for data storage, concentration and handling.

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