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2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)最新文献

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A novel personalized academic venue hybrid recommender 一种新颖的个性化学术场地混合推荐系统
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028720
I. Boukhris, R. Ayachi
{"title":"A novel personalized academic venue hybrid recommender","authors":"I. Boukhris, R. Ayachi","doi":"10.1109/CINTI.2014.7028720","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028720","url":null,"abstract":"To see his work accepted and published, a researcher should submit it to the most appropriate conferences or journals. When a researcher schedules to submit his paper, it is generally difficult to him to find an upcoming conference that fits his research topics and also his requirements. To tackle this problem, we propose a personalized academic venue recommendation solution related to venues in the computer science field. Since generally researchers who are cited in the references share the same research interests with a target researcher, our approach is based on bibliographic data augmented by citation relationships between papers. The main idea is to recommend venues on the basis of those of his co-authors, co-citers and co-affiliated. The reliability of each researcher is taken into account to make recommendations. Then, call of papers data are used to recommend personalized upcoming conferences to a given researcher. Our hybrid recommendation system is able to filter out irrelevant conferences that do not respond to the researcher's requirements (ranking, publisher, location). The cold start problem for young researchers is also taken into account. Experiments with the bibliographic citation dataset show that our new approach outperforms the standard collaborative filtering and provides accurate recommendation.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130981425","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: 29
Analysis of the effects of failure and noise in the distributed connectivity maintenance of a multi-robot system 多机器人系统分布式连通性维护中故障和噪声影响分析
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028713
V. A. Battagello, C. Ribeiro
{"title":"Analysis of the effects of failure and noise in the distributed connectivity maintenance of a multi-robot system","authors":"V. A. Battagello, C. Ribeiro","doi":"10.1109/CINTI.2014.7028713","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028713","url":null,"abstract":"To perform cooperative tasks in a decentralized manner, multi-robot systems are often required to communicate with each other. Therefore, maintaining the communication graph connectivity is a fundamental issue. In this paper, we analyse the effects of different types of disturbances (failure and noise) in the communication between agents, upon a connectivity maintenance control strategy. The results show that the connectivity strategy is resilient to the negative effects of such disturbances under realistic settings that consider a bandwidth limit for the control effort. This opens the perspective of applying the connectivity maintenance strategy in adaptive schemes that consider, for instance, autonomous adaptation to constraints other than connectivity itself, e.g. communication efficiency and energy harvesting.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133514814","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: 2
Particle swarm optimization based tuning for fuzzy cruise control 基于粒子群优化的模糊巡航控制整定
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028681
Z. Johanyák, P. Ailer
{"title":"Particle swarm optimization based tuning for fuzzy cruise control","authors":"Z. Johanyák, P. Ailer","doi":"10.1109/CINTI.2014.7028681","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028681","url":null,"abstract":"This paper proposes a Particle Swarm Optimization (PSO) based tuning for fuzzy controllers. The applicability of the proposed solution is demonstrated by tuning a simple fuzzy cruise control. The algorithm is used for the tuning of the input-output gains as well as the tuning of the sets included into the consequent parts of the fuzzy rules. The results are compared by the means of a fitness function to the tuning results obtained by the application of a clonal selection based algorithm.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"42 4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115987164","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
Wireless Sensor Network based movement classification using wrist-mounted 9DOF sensor boards 基于无线传感器网络的运动分类，采用腕式9DOF传感器板
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028654
Peter Sarcevic, Zoltán Kincses, Szilveszter Pletl
{"title":"Wireless Sensor Network based movement classification using wrist-mounted 9DOF sensor boards","authors":"Peter Sarcevic, Zoltán Kincses, Szilveszter Pletl","doi":"10.1109/CINTI.2014.7028654","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028654","url":null,"abstract":"In this paper, a new, linear discriminant analysis (LDA) based, movement recognition system is introduced, which uses wrist-mounted Wireless Sensor Network (WSN) motes equipped with 9 degree of freedom (9DOF) sensor boards. The 9DOF sensor board is built up from a tri-axial accelerometer, a gyroscope, and a magnetometer. Different arm movements can be used to detect emergency situations. In order to recognize specific arm movements in stationary positions and also during the movement of the body, eleven movement classes were constructed. Measurement data for all classes were collected from nine subjects, and used for training and validation of the system. Different time-domain features (TDF) were calculated in the processing windows. The recognition rates were tested with different sensors, features, window sizes and window shifts.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133949852","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: 8
Seeded text auto-summarization: An experience with simplified statistical and fuzzy ranking algorithm 种子文本自动摘要:一种简化统计和模糊排序算法的经验
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028665
V. Balas, S. Banerjee
{"title":"Seeded text auto-summarization: An experience with simplified statistical and fuzzy ranking algorithm","authors":"V. Balas, S. Banerjee","doi":"10.1109/CINTI.2014.7028665","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028665","url":null,"abstract":"This paper deals with the problem of finding the summary of any text around a given contextual theme. A text paragraph given as input is evaluated and processed according to the SEED (theme/context) provided by the user. Prior to accomplish any computation, all the STOP WORDS are removed from the text. The evaluation and the computation of summary is done based on the ranking of each sentences present in the text. A Membership Function (MF) value is defined for each sentence based on the SEED and the frequency of other words occurring in the sentence. Then the groups of ranked sentences are normalized to form in order to obtain a decreasing MF. Finally, based on the MF value, user can decide an alpha cut to present the resulting summary. It is observed that Seeded auto-summarizing technique in conjunction with the two ways ranking mechanism can improvise a better selectivity in the text and deduce better summaries.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116204005","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
Emotional agents as non-playable characters in games: Experience with Jadex and JBdiEmo 情感代理作为游戏中的非可玩角色:Jadex和JBdiEmo的体验
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028721
Š. Korečko, B. Sobota, Pavol Curilla
{"title":"Emotional agents as non-playable characters in games: Experience with Jadex and JBdiEmo","authors":"Š. Korečko, B. Sobota, Pavol Curilla","doi":"10.1109/CINTI.2014.7028721","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028721","url":null,"abstract":"The paper presents an emergency situation simulation game developed at the home institution of the authors as a system of emotional agents on the Jadex platform enhanced by the JBdiEmo emotional engine, which implements the OCC emotional model. It demonstrates usability of Jadex and JBdiEmo for development of such games, explains how the player and non-playable characters are represented by emotional BDI agents, explores limits of 3D visualization support of Jadex and provides some solutions on how to overcome them.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125924576","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
Measuring visual vocabulary appropriateness by dispersion index and its improvement by globalizing SIFT descriptors 用离散指数衡量视觉词汇恰当性及其全球化SIFT描述符的改进
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028672
Izumi Suzuki
{"title":"Measuring visual vocabulary appropriateness by dispersion index and its improvement by globalizing SIFT descriptors","authors":"Izumi Suzuki","doi":"10.1109/CINTI.2014.7028672","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028672","url":null,"abstract":"Correct classification rates are often used to measure the appropriateness of a visual-word vocabulary. Appropriateness is also measured by the dispersion index, a technique in quantitative ecology that estimates the distribution pattern of individuals. In the bag-of-keypoints method of making a visual vocabulary, the size of the vocabulary is examined. In addition, a method to globalize a local feature is proposed. In this globalization method, each descriptor is modified to be similar to adjacent descriptors and therefore provides more opportunity for a visual word to form clumps on a test image. Although applying the index is limited by the classifier, we found that appropriateness is measured by estimating the average dispersion index for every visual word. In addition, this paper discusses another method for creating a visual-word vocabulary that is more appropriate for classification by globalization.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"213 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124186897","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
Examination and comparison of the EEG based attention test with CPT and T.O.V.A. 基于脑电图的注意测试与CPT和t.o.v.a的检验与比较
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028659
J. Katona
{"title":"Examination and comparison of the EEG based attention test with CPT and T.O.V.A.","authors":"J. Katona","doi":"10.1109/CINTI.2014.7028659","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028659","url":null,"abstract":"Attention as a focusing and concentrating ability have great importance in doing daily tasks precisely and adequately; furthermore, it is a significant factor in the learning process. In this paper, besides some attention and concentration measuring methods, an innovative EEG-based measuring and examination technique of continuous attention will be demonstrated. The results of these different methods have been compared and evaluated in this research. The most significant advantage of the EEG-based attention measuring method is the possibility of time continuous examination that can shortly provide information about the actual mental state of the test subject. This information can be useful in teaching and applying the most convenient method of sharing and acquiring knowledge; therefore, it can virtually improve the result of learning.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127712468","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: 29
Inference in hybrid causal belief networks 混合因果信念网络中的推理
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028690
Oumaima Boussarsar, I. Boukhris, Zied Elouedi
{"title":"Inference in hybrid causal belief networks","authors":"Oumaima Boussarsar, I. Boukhris, Zied Elouedi","doi":"10.1109/CINTI.2014.7028690","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028690","url":null,"abstract":"Causal belief networks are compact representations of uncertain causal knowledge under the belief function framework. On these networks, we can handle and compute the effect of observations and interventions using the propagation process. This paper explores propagation algorithm for hybrid causal belief networks (i.e., some conditional distributions are defined per edge and some others are specified for more than one cause) allowing the experts to express their beliefs in a flexible way.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121529008","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
Algorithm for graph building based on Google Maps and Google Earth 基于Google Maps和Google Earth的图形构建算法
2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI) Pub Date : 2014-11-01 DOI: 10.1109/CINTI.2014.7028728
J. Toman, J. Olszewska
{"title":"Algorithm for graph building based on Google Maps and Google Earth","authors":"J. Toman, J. Olszewska","doi":"10.1109/CINTI.2014.7028728","DOIUrl":"https://doi.org/10.1109/CINTI.2014.7028728","url":null,"abstract":"This paper proposes a graph building algorithm that transforms geo-location data into a network graph, which could be useful for applications involving navigation aids or robotics. At first, our new method takes data from source Keynote Markup Language 2.2 format (KML 2.2) files such as extracted from Google Maps. Then, our algorithm creates a directed, acyclical graph which is displayed and overlayed afterwards in Google Earth. A Java application has been built to implement and test the system based on the graph building algorithm for the analysis of ski piste maps. Testing of the graph, in context of ski resorts, demonstrates that the algorithm is accurate and suitable for use in Geographical Information Systems (GIS). Moreover, the performance of the algorithm has been analysed. It shows that, with the size of the network graphs produced and the available hardware, our algorithm is computationally efficient.","PeriodicalId":435053,"journal":{"name":"2014 IEEE 15th International Symposium on Computational Intelligence and Informatics (CINTI)","volume":"59 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2014-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130998742","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: 9
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