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Theoretical Foundations, Methods, and Algorithms for Lossless-in-Sense Text Compression 无损文本压缩的理论基础、方法和算法
IF 1
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-12-01 DOI: 10.1134/s1054661823040144
{"title":"Theoretical Foundations, Methods, and Algorithms for Lossless-in-Sense Text Compression","authors":"","doi":"10.1134/s1054661823040144","DOIUrl":"https://doi.org/10.1134/s1054661823040144","url":null,"abstract":"<span> <h3>Abstract</h3> <p>The article is devoted to the scientific school developed by the first author in 1995–2012 in Yaroslav-the-Wise Novgorod State University (Veliky Novgorod, Russia). The finite practical goal of the research carried out by the school can be denoted here as the revelation of the most rational variant for sense transfer in a knowledge unit defined by a set of semantically equivalent natural-language phrases. One phrase here corresponds to the simple spread natural-language sentence (according to the “Meaning–Text” theory terminology). Knowledge formed herewith about synonymy and forms of language expression of relationships between concepts of some topical area are in demand in tasks requiring the establishment of full or partial equivalence in the meaning of both complete sentences of natural language and their combinations, and individual fragments of phrases. The results are both theoretical and practical in nature. Offered methods and their software implementations can be used for decision of a wide range of tasks of recognition and analysis of semantics of complex information objects (texts and images at first), and for lossless-in-sense information compression.</p> </span>","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"102 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140198874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Application of Cascade Methods as a Universal Object Detection Tool 应用级联方法作为通用物体检测工具
IF 1
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-12-01 DOI: 10.1134/s1054661823040302
{"title":"Application of Cascade Methods as a Universal Object Detection Tool","authors":"","doi":"10.1134/s1054661823040302","DOIUrl":"https://doi.org/10.1134/s1054661823040302","url":null,"abstract":"<span> <h3>Abstract</h3> <p>This paper is devoted to a review of the achievements of the Moscow scientific school of image recognition, formed under the leadership of Professor Vladimir L’vovich Arlazarov, in the field of development and application of the Viola–Jones method. One of the main areas of research at the school is the development of computationally efficient recognition algorithms, which requires a deep understanding of the problem and a wide expertise in the field of existing classical algorithms. Such classic method as the Viola—Jones method became an essential tool to solve a wide range of image recognition problems. This paper provides an overview of the modifications of the original method developed by the scientific school and describes in detail the experience of solving many different practical problems that arise in the development of modern energy-efficient image recognition systems.</p> </span>","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"303 1","pages":""},"PeriodicalIF":1.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140198879","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Assessing the Quality of Customer Service Based on the Emotional Satisfaction of Clients Using Artificial Immune System Technologies 基于人工免疫系统技术的客户情感满意度评价客户服务质量
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030495
N. I. Yusupova, D. R. Bogdanova, A. I. Nuriakhmetov
{"title":"Assessing the Quality of Customer Service Based on the Emotional Satisfaction of Clients Using Artificial Immune System Technologies","authors":"N. I. Yusupova, D. R. Bogdanova, A. I. Nuriakhmetov","doi":"10.1134/s1054661823030495","DOIUrl":"https://doi.org/10.1134/s1054661823030495","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134918149","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
An Intelligent Decision Support System for Naval Logistics 海军后勤智能决策支持系统
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030343
E. I. Mukhitov, A. V. Kolesnikov
{"title":"An Intelligent Decision Support System for Naval Logistics","authors":"E. I. Mukhitov, A. V. Kolesnikov","doi":"10.1134/s1054661823030343","DOIUrl":"https://doi.org/10.1134/s1054661823030343","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"198 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134918156","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Integration of the Methods of System Analysis and Cognitive Graphics in the Early Diagnosis of Vision Pathology 系统分析与认知图形方法在视觉病理早期诊断中的结合
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030100
A. P. Eremeev, O. S. Kolosov, M. V. Zueva, I. V. Tsapenko
{"title":"Integration of the Methods of System Analysis and Cognitive Graphics in the Early Diagnosis of Vision Pathology","authors":"A. P. Eremeev, O. S. Kolosov, M. V. Zueva, I. V. Tsapenko","doi":"10.1134/s1054661823030100","DOIUrl":"https://doi.org/10.1134/s1054661823030100","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"199 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134918169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The Inference Method for a Mamdani Type System with Nonsingleton Fuzzification 具有非单态模糊化的Mamdani型系统的推理方法
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030422
V. G. Sinuk, S. A. Karatach
{"title":"The Inference Method for a Mamdani Type System with Nonsingleton Fuzzification","authors":"V. G. Sinuk, S. A. Karatach","doi":"10.1134/s1054661823030422","DOIUrl":"https://doi.org/10.1134/s1054661823030422","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134963880","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Classification of Patient Emotions in Nonverbal Communication Based on Machine Learning 基于机器学习的非语言交流患者情绪分类
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030215
I. S. Kosachev, O. N. Smetanina
{"title":"Classification of Patient Emotions in Nonverbal Communication Based on Machine Learning","authors":"I. S. Kosachev, O. N. Smetanina","doi":"10.1134/s1054661823030215","DOIUrl":"https://doi.org/10.1134/s1054661823030215","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"52 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134963871","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Automatic Methods for Extracting Taxonomic Relationships from Texts 从文本中提取分类关系的自动方法
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030276
N. V. Loukachevitch
{"title":"Automatic Methods for Extracting Taxonomic Relationships from Texts","authors":"N. V. Loukachevitch","doi":"10.1134/s1054661823030276","DOIUrl":"https://doi.org/10.1134/s1054661823030276","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"127 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134918145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Semantic Technologies for the Development of Immersive Virtual Environments with Biofeedback 生物反馈沉浸式虚拟环境开发的语义技术
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030173
V. V. Gribova, V. O. Strekalev
{"title":"Semantic Technologies for the Development of Immersive Virtual Environments with Biofeedback","authors":"V. V. Gribova, V. O. Strekalev","doi":"10.1134/s1054661823030173","DOIUrl":"https://doi.org/10.1134/s1054661823030173","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"198 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134918150","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Intelligent System for Prescribing Personalized Treatment by Analogy 基于类比的个性化处方智能系统
PATTERN RECOGNITION AND IMAGE ANALYSIS Pub Date : 2023-09-01 DOI: 10.1134/s1054661823030161
V. V. Gribova, R. I. Kovalev, D. B. Okun
{"title":"Intelligent System for Prescribing Personalized Treatment by Analogy","authors":"V. V. Gribova, R. I. Kovalev, D. B. Okun","doi":"10.1134/s1054661823030161","DOIUrl":"https://doi.org/10.1134/s1054661823030161","url":null,"abstract":"","PeriodicalId":35400,"journal":{"name":"PATTERN RECOGNITION AND IMAGE ANALYSIS","volume":"82 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134918158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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