TR201619702A1 - Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem - Google Patents
Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem Download PDFInfo
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- TR201619702A1 TR201619702A1 TR2016/19702A TR201619702A TR201619702A1 TR 201619702 A1 TR201619702 A1 TR 201619702A1 TR 2016/19702 A TR2016/19702 A TR 2016/19702A TR 201619702 A TR201619702 A TR 201619702A TR 201619702 A1 TR201619702 A1 TR 201619702A1
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- 230000001413 cellular effect Effects 0.000 title abstract 4
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
- G06F18/232—Non-hierarchical techniques
- G06F18/2321—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions
- G06F18/23211—Non-hierarchical techniques using statistics or function optimisation, e.g. modelling of probability density functions with adaptive number of clusters
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
- G06F18/24147—Distances to closest patterns, e.g. nearest neighbour classification
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- Computer Vision & Pattern Recognition (AREA)
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- Evolutionary Computation (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Artificial Intelligence (AREA)
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- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
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Abstract
Bu buluş, veride yer alan elemanların arasındaki uzaklığa ihtiyaç duymadan verinin kümelenmesi sağlayan ve en temel halinde; bir veride yer alan elemanların bir hücresel otomatın hücrelerine atanması; veri elemanı atanmış her bir hücrenin farklı bir duruma ve bir sabit sıcaklık değerine, veri elemanına sahip olmayan hücrelerin tümünün veri elemanına sahip olan hücreler için kullanılmamış olan bir duruma ve söz konusu sabit sıcaklık değerinden daha düşük olan bir sıcaklık değerine atanması; hücresel otomat içerisinden rastgele bir hücrenin seçilmesi; seçilen hücrenin ve komşu hücrelerinin ortalama ısısının hesaplanması; içerisine bir veri elemanı atanmamış söz konusu hücrelerin ısısının söz konusu ortalama ısı olarak belirlenmesi; eğer seçilen hücrenin komşu hücrelerinden birsinin ısısı önceden belirlenmiş bir eşik değerden fazla ise, bu komşu hücrenin durumunun seçilen hücrenin durumu ile aynı duruma geçirilmesi; toplam durum sayısı, verinin gruplanması için kullanılacak küme sayısına düşmesi (eşit olması) halinde işlemin sonlandırılması, aksi halde ?hücresel otomat içerisinden rastgele bir hücrenin seçilmesi? adımına geri dönülmesi adımlarını içeren bir bilgisayar uygulamalı yöntem ile ilgilidir.
Priority Applications (4)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
TR2016/19702A TR201619702A1 (tr) | 2016-12-27 | 2016-12-27 | Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem |
EP17777401.5A EP3563294A1 (en) | 2016-12-27 | 2017-04-25 | A method for solving the problem of clustering using cellular automata based on heat transfer process |
PCT/TR2017/050160 WO2018125008A1 (en) | 2016-12-27 | 2017-04-25 | A method for solving the problem of clustering using cellular automata based on heat transfer process |
US16/473,633 US11487974B2 (en) | 2016-12-27 | 2017-04-25 | Method for solving the problem of clustering using cellular automata based on heat transfer process |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
TR2016/19702A TR201619702A1 (tr) | 2016-12-27 | 2016-12-27 | Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem |
Publications (1)
Publication Number | Publication Date |
---|---|
TR201619702A1 true TR201619702A1 (tr) | 2018-07-23 |
Family
ID=59982439
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
TR2016/19702A TR201619702A1 (tr) | 2016-12-27 | 2016-12-27 | Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem |
Country Status (4)
Country | Link |
---|---|
US (1) | US11487974B2 (tr) |
EP (1) | EP3563294A1 (tr) |
TR (1) | TR201619702A1 (tr) |
WO (1) | WO2018125008A1 (tr) |
Families Citing this family (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
TR201619702A1 (tr) * | 2016-12-27 | 2018-07-23 | Univ Yeditepe | Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem |
CN114118296B (zh) * | 2021-12-08 | 2024-06-18 | 昆明理工大学 | 一种基于聚类集成的岩体结构面优势产状分组方法 |
Family Cites Families (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US7000093B2 (en) * | 2001-12-19 | 2006-02-14 | Intel Corporation | Cellular automaton processing microprocessor prefetching data in neighborhood buffer |
CA2969038C (en) * | 2014-12-03 | 2023-07-04 | Ventana Medical Systems, Inc. | Methods, systems, and apparatuses for quantitative analysis of heterogeneous biomarker distribution |
TR201619702A1 (tr) * | 2016-12-27 | 2018-07-23 | Univ Yeditepe | Hücresel otomatlar i̇le kümeleme problemi̇ni̇n isi yayilimi tabanli çözülmesi̇ne yöneli̇k bi̇r yöntem |
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2016
- 2016-12-27 TR TR2016/19702A patent/TR201619702A1/tr unknown
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2017
- 2017-04-25 EP EP17777401.5A patent/EP3563294A1/en not_active Withdrawn
- 2017-04-25 US US16/473,633 patent/US11487974B2/en active Active
- 2017-04-25 WO PCT/TR2017/050160 patent/WO2018125008A1/en unknown
Also Published As
Publication number | Publication date |
---|---|
WO2018125008A1 (en) | 2018-07-05 |
EP3563294A1 (en) | 2019-11-06 |
US20210132951A1 (en) | 2021-05-06 |
US11487974B2 (en) | 2022-11-01 |
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