Review and compare clustering algorithms for navigation data analysis tasks
| Parent link: | Advances in Computer Science Research Vol. 51 : Information Technologies in Science, Management, Social Sphere and Medicine (ITSMSSM 2016).— 2016.— [P. 270-273] |
|---|---|
| প্রধান লেখক: | |
| সংস্থা লেখক: | |
| অন্যান্য লেখক: | |
| সংক্ষিপ্ত: | Title screen This paper presents a study of the possibility of application of cluster analysis methods to the data sets from navigation receivers. The navigation data from the moving objects have a number of features, it makes the application to them of some class of clustering algorithms impossible. Such features include, in particular, the prevalence of clusters of complex shape different from circle. |
| ভাষা: | ইংরেজি |
| প্রকাশিত: |
2016
|
| বিষয়গুলি: | |
| অনলাইন ব্যবহার করুন: | http://dx.doi.org/10.2991/itsmssm-16.2016.58 |
| বিন্যাস: | বৈদ্যুতিক গ্রন্থের অধ্যায় |
| KOHA link: | https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=657502 |
MARC
| LEADER | 00000naa2a2200000 4500 | ||
|---|---|---|---|
| 001 | 657502 | ||
| 005 | 20231101134957.0 | ||
| 035 | |a (RuTPU)RU\TPU\network\24032 | ||
| 035 | |a RU\TPU\network\18606 | ||
| 090 | |a 657502 | ||
| 100 | |a 20180212a2016 k y0engy50 ba | ||
| 101 | 0 | |a eng | |
| 102 | |a FR | ||
| 105 | |a y z 100zy | ||
| 135 | |a drgn ---uucaa | ||
| 181 | 0 | |a i | |
| 182 | 0 | |a b | |
| 200 | 1 | |a Review and compare clustering algorithms for navigation data analysis tasks |f A. V. Ponomareva, R. V. Meyta | |
| 203 | |a Text |c electronic | ||
| 300 | |a Title screen | ||
| 320 | |a [References: p. 273 (6 tit.)] | ||
| 330 | |a This paper presents a study of the possibility of application of cluster analysis methods to the data sets from navigation receivers. The navigation data from the moving objects have a number of features, it makes the application to them of some class of clustering algorithms impossible. Such features include, in particular, the prevalence of clusters of complex shape different from circle. | ||
| 461 | 1 | |0 (RuTPU)RU\TPU\network\18167 |t Advances in Computer Science Research | |
| 463 | 0 | |0 (RuTPU)RU\TPU\network\18169 |t Vol. 51 : Information Technologies in Science, Management, Social Sphere and Medicine (ITSMSSM 2016) |o III International Scientific Conference, May 23-26, 2016, Tomsk, Russia |o [proceedings] |f National Research Tomsk Polytechnic University (TPU) ; eds. O. G. Berestneva, A. Tikhomirov, A. Trufanov |v [P. 270-273] |d 2016 | |
| 610 | 1 | |a электронный ресурс | |
| 610 | 1 | |a труды учёных ТПУ | |
| 610 | 1 | |a navigation | |
| 610 | 1 | |a cluster analysis | |
| 610 | 1 | |a GPS | |
| 610 | 1 | |a k-means | |
| 610 | 1 | |a c-means | |
| 610 | 1 | |a DBSCAN | |
| 610 | 1 | |a data mining | |
| 610 | 1 | |a навигация | |
| 610 | 1 | |a кластерный анализ | |
| 610 | 1 | |a алгоритмы | |
| 610 | 1 | |a навигационные данные | |
| 610 | 1 | |a движущие объекты | |
| 610 | 1 | |a кластеризация | |
| 700 | 1 | |a Ponomareva |b A. V. |c Specialist in the field of informatics and computer technology |c Progromist of Tomsk Polytechnic University |f 1993- |g Anna Vladimirovna |2 stltpush |3 (RuTPU)RU\TPU\pers\38445 | |
| 701 | 1 | |a Meyta |b R. V. |c specialist in the field of informatics and computer technology |c laboratory assistant of Tomsk Polytechnic University |f 1990- |g Roman Valerievich |2 stltpush |3 (RuTPU)RU\TPU\pers\35167 | |
| 712 | 0 | 2 | |a Национальный исследовательский Томский политехнический университет (ТПУ) |b Институт кибернетики (ИК) |b Кафедра информатики и проектирования систем (ИПС) |h 124 |2 stltpush |3 (RuTPU)RU\TPU\col\18697 |
| 801 | 2 | |a RU |b 63413507 |c 20180212 |g RCR | |
| 856 | 4 | |u http://dx.doi.org/10.2991/itsmssm-16.2016.58 | |
| 942 | |c BK | ||