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2018 23rd Conference of Open Innovations Association (FRUCT)最新文献

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Assessing the Level of Stability of Idiolectal Features across Modes, Topics and Time of Text Production 评估文本生产的模式、主题和时间的特有特征的稳定性水平
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588092
T. Litvinova, O. Litvinova, Pavel Seredin
{"title":"Assessing the Level of Stability of Idiolectal Features across Modes, Topics and Time of Text Production","authors":"T. Litvinova, O. Litvinova, Pavel Seredin","doi":"10.23919/FRUCT.2018.8588092","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588092","url":null,"abstract":"Authorship attribution, i.e. task of revealing the author of a disputed text, is one of challenging issues facing digital forensics. Cross-domain authorship attribution when training and test texts differ in genres, topics and even modes (written/oral) is the most realistic, yet the most difficult scenario. All authorship attribution studies rely on the notion of an idiolect, which is a set of stable features, despite the fact that there are few studies exploring the stability of idiolectal features. The aim of the paper is to reveal the effect of mode, topics and time of text production on the stability of idiolectal features across a series of experiments. Our pilot study revealed that a mode change (written/oral) causes the most striking differences in text parameters in comparison to a topic and time of production although some features (namely, relative frequencies of certain discourse markers) remain relatively stable in all experimental setups. We conclude that the corpus containing diverse types of texts from each individual is needed for thoroughly examining the stability of idiolectal features and developing cross-domain attribution techniques to be employed in realistic scenarios.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134486551","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: 6
Time to Rethink the Power of Packet Switching 是时候重新思考分组交换的力量了
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588104
M. Schneps-Schneppe, D. Namiot
{"title":"Time to Rethink the Power of Packet Switching","authors":"M. Schneps-Schneppe, D. Namiot","doi":"10.23919/FRUCT.2018.8588104","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588104","url":null,"abstract":"Communication specialists all around the world are facing the same problem: shifting from circuit switching (CS) to packet switching (PS). Communication service providers are favoring “All-over-IP” technologies hoping to boost their profits by providing multimedia services. The main stakeholder in this field of the paradigm shift is the industry itself: packet switching hardware manufacturers are going to earn billions of dollars and thus pay engineers and journalists many millions for the promotion of the new paradigm. However, this drive for profit is tempered by life itself. This article is devoted to the discussion of the telecommunications development strategy. We will provide examples to illustrate the difficulties that complicate the transition from CS to PS and the move to hybrid CS+PS solutions. We are considering three areas: (1) network-on-a-chip (NoC), (2) the telecom strategy: how to build the core of the network, (3) the transition of the U.S. Defense Information System Network from SS7 signaling to IP protocol.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115296321","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: 4
Concept Development Of Biomimetic Centipede Robot StriRus 仿生蜈蚣机器人StriRus的概念发展
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8587914
O. Bulichev, A. Klimchik
{"title":"Concept Development Of Biomimetic Centipede Robot StriRus","authors":"O. Bulichev, A. Klimchik","doi":"10.23919/FRUCT.2018.8587914","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8587914","url":null,"abstract":"In this paper, we introduce a modification for legged locomotion and methods for biomimetic centipede robot design. Biomimetic centipede robots can be well-suited to a number of applications, including search-and-rescue around demolished rubble, logistics in rocky and hazardous areas, and more. The design space for such robots is quite large, with numerous open possibilities for body and leg shapes, configurations, and numbers of components. In contrast to similar robotic platforms proposed prototype can move in any direction. Moreover, proposed design allows robot to operate in either omni-direction or conventional states without changing components. It was shown that new design provides better cross-country passability. Structural synthesis of Biomimetic Centipede Robot StriRus was made using evolutionary algorithm and simulation, which includes optimization the number of legs and angles between neighbor legs. Crosschecked angle optimization was done using kinematics.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"103 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130018910","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: 1
An Ontology-Based Context Model for Managing Security Knowledge in Software Development 软件开发中基于本体的安全知识管理上下文模型
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588107
Shao-Fang Wen, Basel Katt
{"title":"An Ontology-Based Context Model for Managing Security Knowledge in Software Development","authors":"Shao-Fang Wen, Basel Katt","doi":"10.23919/FRUCT.2018.8588107","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588107","url":null,"abstract":"Software security has been the focus of the security community and practitioners over the past decades. Much security information is widely available in books, open literature or on the internet. We argue that the generated huge mass of information has resulted in a form of information overload to software engineers who usually finish reading it without being able to apply those principles clearly to their own application context. Our research tackles software security issues from a knowledge management perspective. In this paper, we present an ontology approach to model the knowledge of software security in a context-sensitive manner, supporting software engineers and learners to enable the correlation process between security domain knowledge and their working context. We also propose a web-based application for security knowledge sharing and learning where the ontology is adopted as the central knowledge repository.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"9 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129251674","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: 5
Analysis of Influence Produced by Code Changing 代码变更的影响分析
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588108
M. Kuzmin, Vitaly Pelin, I. Isaev, I. Perl
{"title":"Analysis of Influence Produced by Code Changing","authors":"M. Kuzmin, Vitaly Pelin, I. Isaev, I. Perl","doi":"10.23919/FRUCT.2018.8588108","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588108","url":null,"abstract":"This article addresses estimation of source code changes influence on a high-scale software solutions. Described existing approaches address this issue only partially while the proposed solution is aiming to provide an ability of deep influence tracing from changed source code piece through the rest of the project. Such information can be used as a solid and reliable baseline for the risk management and estimation in cases of making code changes in the project or when changing version of used third party library with available source codes.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121940608","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
Sentiment Classification of Russian Texts Using Automatically Generated Thesaurus 使用自动生成词库的俄语文本情感分类
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588096
K. Lagutina, V. Larionov, V. Petryakov, N. Lagutina, I. Paramonov
{"title":"Sentiment Classification of Russian Texts Using Automatically Generated Thesaurus","authors":"K. Lagutina, V. Larionov, V. Petryakov, N. Lagutina, I. Paramonov","doi":"10.23919/FRUCT.2018.8588096","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588096","url":null,"abstract":"This paper is devoted to an approach for sentiment classification of Russian texts applying an automatic thesaurus of the subject area. This approach consists of a standard machine learning classifier and a procedure embedded into it, that uses thesaurus relationships for better sentiment analysis. The thesaurus is generated fully automatically and does not require expert’s involvement into classification process. Experiments conducted with the approach and four Russian-language text corpora, show effectiveness of thesaurus application to sentiment classification.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129097021","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: 5
RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages Rich - cpl:从维基百科大小的语料库中提取形态学丰富的语言
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588076
S. Budkov, Kseniya Buraya, A. Filchenkov, I. Smetannikov, A. Puchkovskaia
{"title":"RICH-CPL: Fact Extraction from Wikipedia-sized Corpora for Morphologically Rich Languages","authors":"S. Budkov, Kseniya Buraya, A. Filchenkov, I. Smetannikov, A. Puchkovskaia","doi":"10.23919/FRUCT.2018.8588076","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588076","url":null,"abstract":"This work deals with never-ending learning approach for fact extraction from unstructured Russian text. It continues the research in the field of pattern learning techniques for morphologically rich free-word-order language. We introduce improvements for CPL-RUS algorithm and choose best initial parameters. We conducted experiments with the extended version, RICH-CPL algorithm on the corpus containing over 1.3 million pages. This paper is shortened version of our paper [7] that includes also new modifications of the proposed methods.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130613866","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
A Classification Scheme Based on Directed Acyclic Graphs for Acoustic Farm Monitoring 一种基于有向无环图的水场监测分类方案
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588077
S. Ntalampiras
{"title":"A Classification Scheme Based on Directed Acyclic Graphs for Acoustic Farm Monitoring","authors":"S. Ntalampiras","doi":"10.23919/FRUCT.2018.8588077","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588077","url":null,"abstract":"Intelligent farming as part of the green revolution is advancing the world of agriculture in such a way that farms become evolving, with the scope being the optimization of animal production in an eco-friendly way. In this direction, we propose exploiting the acoustic modality for farm monitoring. Such information could be used in a stand-alone or complimentary mode to monitor constantly animal population and behavior. To this end, we designed a scheme classifying the vocalizations produced by farm animals. More precisely, we propose a directed acyclic graph, where each node carries out a binary classification task using hidden Markov models. The topological ordering follows a criterion derived from the Kullback-Leibler divergence. During the experimental phase, we employed a publicly available dataset including vocalizations of seven animals typically encountered in farms, where we report promising recognition rates outperforming state of the art classifiers.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121069742","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: 7
Design Philosophy for Optimizing Genetic Algorithms Through Embedded Intelligence 通过嵌入式智能优化遗传算法的设计理念
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588105
Lorick Jain, Akash Basabhat, HR Srikanth
{"title":"Design Philosophy for Optimizing Genetic Algorithms Through Embedded Intelligence","authors":"Lorick Jain, Akash Basabhat, HR Srikanth","doi":"10.23919/FRUCT.2018.8588105","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588105","url":null,"abstract":"Traditionally Genetic algorithms are thought of as brute force approaches, aimed to arrive at solutions to problems which do not have a specific answer. In problems where the data is not structured for the general implementation of a specific idea, genetic algorithms are most useful. This paper proposes to mitigate the above problem of brute force approaches through elucidation of procedures ranging from exploratory analysis, followed by pattern analysis and classification. This novel conceptualization of the scheme and design will help in arriving at solutions through reduced iterations. Research conducted involves dropping of poorly performing hypotheses, controlled mutation, thereby adding a dimension of intelligence to evolutionary algorithms. The following paper describes the methodology used to solve the problem of addition of numbers using evolutionary algorithms of Neural Networks, whilst building intelligence into the system. The specific problem of addition has been dealt with in the following paper, however the same design philosophy can be extended for a paraphernalia of problems. The end goal is to obtain a generation of adroit and capable hypotheses to solve the problem in reduced number of iterations. The solution provided is generic and can be reused, it has been applied to a specific problem in the following paper.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129391113","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
Improving Content Based Video Retrieval Performance by Using Hadoop-MapReduce Model 利用Hadoop-MapReduce模型改进基于内容的视频检索性能
2018 23rd Conference of Open Innovations Association (FRUCT) Pub Date : 2018-11-01 DOI: 10.23919/FRUCT.2018.8588095
El Mehdi Saoudi, Abderrahmane Adoui El Ouadrhiri, Othman El Warrak, Said Jai-Andaloussi, Abderrahmane Sekkaki
{"title":"Improving Content Based Video Retrieval Performance by Using Hadoop-MapReduce Model","authors":"El Mehdi Saoudi, Abderrahmane Adoui El Ouadrhiri, Othman El Warrak, Said Jai-Andaloussi, Abderrahmane Sekkaki","doi":"10.23919/FRUCT.2018.8588095","DOIUrl":"https://doi.org/10.23919/FRUCT.2018.8588095","url":null,"abstract":"In this paper, we present a distributed Content-Based Video Retrieval (CBVR) system based on MapReduce programming model. A CBVR system called bounded Coordinate of Motion Histogram (BCMH) has been implemented as case study by using Hadoop framework. Our work consists of proposing a distributed model to extract videos signatures and compute similarity with the BCMH system based on a set of Mapreduce jobs assigned to multiple nodes of the Hadoop cluster in order to reduce computation time of training process. The proposed approach is tested on HOLLYWOOD2 dataset and the obtained results demonstrate efficiency of the proposed approach.","PeriodicalId":183812,"journal":{"name":"2018 23rd Conference of Open Innovations Association (FRUCT)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114336001","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: 3
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