{"title":"Scattering of acoustical waves by a hard strip and outlier phenomenon","authors":"V. Emets, J. Rogowski","doi":"10.1109/INISTA.2017.8001189","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001189","url":null,"abstract":"An outlier is an observation (or measurement) that is different with respect to the other values contained in a given data set. Outliers can occur due to several causes. The measurement can be incorrectly observed, recorded or processed or otherwise is correctly measured but represents a rare event. In this paper it is shown that observed data can contain values that differ from expected ones and can be interpreted as an outlier but in reality are caused by a specific physical phenomenon.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"61 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130156666","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}
{"title":"Testing the wide-sense stationarity of bandpass signals for underwater acoustic communications","authors":"I. Kochanska","doi":"10.1109/INISTA.2017.8001208","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001208","url":null,"abstract":"The Underwater Acoustic Communication (UAC) systems work in communication channels characterized by a large variety of multipath propagation conditions that can additionally change over time. Designing a reliable communication system requires knowledge of the transmission parameters of the channel. There is a need for the development of adaptive signaling schemes that would dynamically optimize the signal parameters of the physical layer of communication protocols. Wireless channels are often assumed to be wide sense stationary (WSS) with uncorrelated scattering (US). The WSSUS assumption allows for simultaneous modeling of time dispersion leading to the frequency selectivity of the channel, and time variability resulting in frequency dispersion. However, in the case of many underwater communication channels, especially when system terminals are in movement, the channel can be modeled as WSSUS only in restricted periods of time, and in limited frequency ranges. The paper presents a method for determining the time interval, wherein the WSS assumption is fulfilled, on the basis of a complex envelope of the received bandpass signal.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130230218","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}
{"title":"An improved algorithm for mining frequent Inter-transaction patterns","authors":"Thanh-Ngo Nguyen, Loan T. T. Nguyen, N. Nguyen","doi":"10.1109/INISTA.2017.8001174","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001174","url":null,"abstract":"Mining Inter-transaction patterns (ITPs) from large databases is a common data mining task, which discovers the patterns across several transactions in a transaction database. Although, several algorithms have been proposed for this task, they remain computationally expensive. To resolve this issue, this paper presents an efficient method called DITP-Miner to mine ITPs. In our proposed algorithm, there are four phases. First, we scan the database once to find frequent 1-patterns with their tidsets. Second, we generate inter-transaction 1-pattern candidates with the given span values and sort all the frequent 1-patterns in an ascending order according to their supports. Third, based on frequent items found in phases 1 and 2, we find frequent 2-patterns with their diffsets. In the fourth phase, we use diffsets and DFS (Depth-First-Search) technique to get all frequent ITPs. In addition, three propositions are also offered to early prune infrequent patterns in the processing. Proposition 1 is used to early prune infrequent inter-transaction 1-pattrens, Proposition 2 is used to quickly compute the support of patterns, and Proposition 3 (subsume concept) is used to quickly compute the support of patterns and to early prune infrequent patterns, which reduce the search space. Through experimental results, we find out our proposed approach is more efficient than ITP-miner in both the mining time and the memory usage.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"64 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134353965","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}
N. Morova, Ekinhan Eriskin, S. Terzi, Sebnem Karahancer, S. Serin, M. Saltan, P. Usta
{"title":"Modelling Marshall Stability of fiber reinforced asphalt mixtures with ANFIS","authors":"N. Morova, Ekinhan Eriskin, S. Terzi, Sebnem Karahancer, S. Serin, M. Saltan, P. Usta","doi":"10.1109/INISTA.2017.8001152","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001152","url":null,"abstract":"In this study, an Adaptive Neural Fuzzy Inference System (ANFIS) model for predicting the Marshall Stability (MS) of basalt fiber reinforced asphalt concrete mixtures and various mix proportions has been developed. Experimental details were used to construct the model. The amounts of bitumen (%), Fiber (Basalt) Ratio (%) were used as input variables and Marshall Stability (kg) values were used as output variables. Statistical equations were used to evaluate the Developed ANFIS model. Results showed that developed ANFIS model has strong potential to predict Marshall Stability of asphalt concrete using related inputs in a short time. Also, the Marshall Stability of Fiber-Reinforced asphalt concrete and various mix proportions can be found without performing any experiments.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134541923","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}
{"title":"Compositional adaptation in case - based reasoning based on the semantic relations between the components in the cases","authors":"K. Badie, M. Mahmoudi","doi":"10.1109/INISTA.2017.8001202","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001202","url":null,"abstract":"In this paper, an approach has been proposed for compositional adaptation of the cases based on the semantic relations between the components in each case. Within this scope, a problem situation comprising some components with semantic nature operates over the stored cases to make a reasonable use of the related components and the corresponding similarities with its own components. In this regard it would be necessary to figure out first how the components in the stored cases can be regarded similar to those in the problem situation and then take into account the very relations which are considered between the components in these cases. To provide such types of information, ontological structures developed for specific problem domains, including properties or characteristic the components as relations, are of particular significance. The suggested approach is particularly effective for design purposes where designing an artifact may call for combining a variety of cases each meeting some important constraints in some way.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128792727","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}
{"title":"Secure integration of multiprotocol instant messenger","authors":"Sebastian Bala, Tomasz Wasilczyk","doi":"10.1109/INISTA.2017.8001210","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001210","url":null,"abstract":"Pidgin communicator is a multiprotocol instant messenger client, developed by open source community. It was originally a third party client of AIM (AOL Instant Messenger) protocol for Linux operating system founded in 1998. At present, its main goal is to provide common interface for every protocol it supports, so the user does not need care about protocol to use or peer's IM identifier, while he just want to talk with a Bob. The work focuses mainly on security and functionality aspects like password storage strategies, integration with plugins which provide privacy of communication. This paper shares experiences has been gained during the process of developing and replacement of existing code for version of Pidgin 3.0.0. The project realizes the list of suggestions, mainly concerning security, which has been created after code review and provide some new technical solutions that can be implemented in the future versions.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"94 10","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133557446","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}
{"title":"A methodology for improving complex sales success in CRM Systems","authors":"Doru Rotovei, V. Negru","doi":"10.1109/INISTA.2017.8001179","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001179","url":null,"abstract":"In this paper we propose a methodology for extracting complex sales expert rules by analyzing the data from the past lost/won deals stored in Customer Relationship Management Systems.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126537997","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}
{"title":"A hybrid optimization method to improve driver's comfort","authors":"K. Warwas, S. Tengler","doi":"10.1109/INISTA.2017.8001135","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001135","url":null,"abstract":"In this paper a hybrid optimization method consisting in conjunction an evolutionary algorithm and a classical optimization method has been presented. This hybrid method has been used to select the parameters of a driver's seat of a special vehicle, which contributes directly to increase in driving comfort. A brief description of a vehicle mathematical model was formulated by using joint coordinates and homogenous transformations. Numerical simulations of optimization and dynamics have been performed over obstacles in a form of a speed bump. A subject of the investigations was to select such damping parameters to minimize amplitudes of driver's seat vibrations.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131913655","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}
{"title":"Unsupervised feature selection using reversed correlation for improved medical diagnosis","authors":"A. Wosiak, D. Zakrzewska","doi":"10.1109/INISTA.2017.8001125","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001125","url":null,"abstract":"Statistical inference has been usually used for medical data analysis, however in many cases it appears not to be efficient enough. Cluster analysis enables finding out groups of similar instances, for which statistical models can be built more effectively. In the paper a feature selection method for finding clustering attributes, which are supposed to improve performance of statistical analysis, is proposed. The method consists in selecting reversed correlated features as attributes of cluster analysis. The proposed technique has been evaluated by experiments done on real data sets of cardiovascular cases. Experiment results showed that the presented approach stimulates efficacy of statistical inference applied to medical diagnosis.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129589413","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}
{"title":"Thermal based exploration for search and rescue robots","authors":"Furkan Çakmak, E. Uslu, M. Amasyali, S. Yavuz","doi":"10.1109/INISTA.2017.8001142","DOIUrl":"https://doi.org/10.1109/INISTA.2017.8001142","url":null,"abstract":"Detection of thermal targets for search and rescue robots is very important to be able to save more lives. Because the living human body is at a certain temperature, each thermal target point implies possible victim. Robots produced for search and rescue are expected to be able to perceive and steer toward the thermal targets. The focus of this work, which is also a criterion of RoboCup competitions, is the development of an exploration method for the determination of thermal targets. An algorithm has been developed which relies on giving travel priority to the thermal information emitting targets in the environment. So that the victims can be detected more effectively. Additional methodsg, such as human detection from image processing, detecting carbon dioxide gas, motion detection, etc., can be used to identify the victim, in consideration of the fact that every thermal target in the environment may not be human bein This study only involves detecting thermal targets and directing the mobile robots to them. Successful results are ensured by making the method more stable thanks to tests in both the real environment and the simulation environment. Gazebo is used as the simulation environment, and a differential drive mobile robot with a thermal camera is used for real environment experiments. Since there is no thermal camera in Gazebo simulation environment, a system was designed to represent thermal targets. This system is based on obtaining representative thermal images by applying various filters to normal camera images.","PeriodicalId":314687,"journal":{"name":"2017 IEEE International Conference on INnovations in Intelligent SysTems and Applications (INISTA)","volume":"3 1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126025931","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}