Výsledky vyhledávání - Data compression algorithms

Communication scheduling in data gathering networks of heterogeneous sensors with data compression: Algorithms and empirical experiments Autor Luo, Wenchang, Gu, Boyuan, Lin, Guohui

“…•Investigated a communication scheduling problem to address data compression and data communication together…”
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SbMBR Tree—A Spatiotemporal Data Indexing and Compression Algorithm for Data Analysis and Mining Autor Guan, Runda, Wang, Ziyu, Pan, Xiaokang, Zhu, Rongjie, Song, Biao, Zhang, Xinchang

“…In the field of data analysis and mining, adopting efficient data indexing and compression techniques to spatiotemporal data can significantly reduce computational and storage overhead…”
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Efficient universal lossless data compression algorithms based on a greedy sequential grammar transform--Part one: Without context models Autor En-hui, Yang, Kieffer, John C

“…A grammar transform is a transformation that converts any data sequence to be compressed into a grammar from which the original data sequence can be fully reconstructed…”
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Telemetry Data Compression Algorithm Using Balanced Recurrent Neural Network and Deep Learning Autor Ramalingam, Parameshwaran, Mehbodniya, Abolfazl, Webber, Julian L., Shabaz, Mohammad, Gopalakrishnan, Lakshminarayanan

“…) algorithms have evolved to process telemetric data effectively and efficiently with a high compression ratio and a short processing time…”
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A fast region of interest algorithm for efficient data compression and improved peak detection in high-resolution mass spectrometry: A fast region of interest algorithm for efficient data compression and improved peak detection in high-resolution mass spectrometry Autor Kronik, Oskar Munk, Christensen, Jan H., Nielsen, Nikoline Juul, Tisler, Selina, Tomasi, Giorgio

“…) algorithms were introduced as a better alternative to equidistant binning for compressing HRMS data because they better preserve the mass spectral resolution…”
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ΔRLE: Lossless data compression algorithm using delta transformation and optimized bit-level run-length encoding Autor Madoš, Branislav, Bilanová, Zuzana, Hurtuk, Ján

“…Lossless data compression algorithms can use statistical redundancy to represent data using a fewer number of bits in comparison to the original uncompressed data…”
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Enriched J-Bit encrypting technique using data compression algorithms in data warehouse Autor Sharma, Nirmla, Hussain, Manahel Omar, Alam, Mahtab

“… We are proposing a new compression algorithm created on J-Bit encrypting methods. This algorithm is planning, enhancing and excruciating the contribution of data by separating into two parts true for '1' and false for '0…”
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Efficient universal lossless data compression algorithms based on a greedy sequential grammar transform-part two: with context models Autor En-hui Yang, Da-ke He

“… Given a countable-context model, a greedy CDG transform is proposed. Based on this greedy CDG transform, two universal lossless data compression algorithms…”
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Economic Scheduling Problem of Nanomaterial Import and Export Trade Based on Redundant Data Compression Algorithm and Its Parameter Adjustment Method Autor Lu, Lihong, Wang, Daixin

“…In the context of today’s supply-side structural reform, the research on the relationship between foreign trade and economic growth has received extensive…”
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Error Resilient LZ'77 Data Compression: Algorithms, Analysis, and Experiments Autor Lonardi, S., Szpankowski, W., Ward, M.D.

“…We propose a joint source-channel coding algorithm capable of correcting some errors in the popular Lempel-Ziv'77 (LZ'77…”
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A novel lossless encoding algorithm for data compression–genomics data as an exemplar Autor Al-okaily, Anas, Tbakhi, Abdelghani

“… In this study, a novel encoding algorithm is proposed, motivated by the compression of DNA data and associated characteristics…”
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Data Compression Algorithms for Wireless Sensor Networks: A Review and Comparison Autor Ketshabetswe, Keleadile Lucia, Zungeru, Adamu Murtala, Mtengi, Bokani, Lebekwe, Caspar K., Prabaharan, S. R. S.

“… Suitable sets of criteria are defined to classify existing data compression algorithms. An adaptive lossless data compression…”
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Investigation of Energy Cost of Data Compression Algorithms in WSN for IoT Applications Autor Mishra, Mukesh, Sen Gupta, Gourab, Gui, Xiang

“… Compressing the data before transmission will help alleviate the problem. Many data compression methods have been proposed but mainly for image processing and a vast…”
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Data structures and compression algorithms for genomic sequence data Autor Brandon, Marty C., Wallace, Douglas C., Baldi, Pierre

“…, but also for the storage, navigation and privacy of genomic data. Here, we develop data structures and algorithms for the efficient storage of genomic and other sequence data that may also facilitate querying and protecting the data. Results…”
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Implementation of an acoustic-logging-data compression algorithm on DSP and FPGA platforms Autor Hui, Hang, Hao, Xiaolong, Bai, Fan, Chen, Yunxia, Hu, Yangtao

“…) and field programmable gate array (FPGA). The wavelet transform-based acoustic-logging-data compression algorithm was executed on both the hardware platforms, and the corresponding decompression algorithm was implemented on the host computer…”
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An optimal L∞-PLA algorithm for trajectory data compression Autor ZHAO Huanyu, SUN Guohao, LI Tongliang, YANG Jian, PANG Chaoyi

“… To attack this issue, data compression technology based on piecewise linear approximation (PLA…”
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Analysis for Lossless Data Compression Algorithms for Low Bandwidth Networks Autor Semunigus, Wogderes, Pattanaik, Balachandra

“…Analysis for loss less data compression delivers the relevant data about variations of them as well as to describe the possible causes for each algorithm and best performing data types…”
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Efficient seismic response data storage and transmission using ARX model-based sensor data compression algorithm Autor Zhang, Yunfeng, Li, Jian

“…This paper presents a linear predictor (LP)‐based lossless sensor data compression algorithm for efficient transmission, storage and retrieval of seismic data. Auto…”
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Vessel Trajectory Data Compression Algorithm considering Critical Region Identification Autor Zhang, Xinliang, Zhou, Shibo

“… In order to effectively remove redundant information from AIS data and improve its usage efficiency, a compression algorithm for vessel trajectory data compression algorithm considering critical region identification (VATDC_CCRI) is proposed…”
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Knowledge-Based Framework for Selection of Genomic Data Compression Algorithms Autor Alourani, Abdullah, Tahir, Muhammad, Sardaraz, Muhammad, Khan, Muhammad Saud

“… Data compression is used to reduce the size of data, which ultimately reduces the cost of data transmission over the Internet…”
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