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Granular Mappings

A. Bargiela, W. Pedrycz
2005 IEEE transactions on systems, man and cybernetics. Part A. Systems and humans  
The design of the granular mapping is discussed in the case of set and fuzzy set-based granulation.  ...  As the name implies, a granular mapping is defined over information granules and maps them into a collection of granules expressed in some output space.  ...  Fig. 8 . 8 Training data and bounds of the granular mapping (c = 2). Fig. 9 . 9 Training data and bounds of the granular mapping (c = 10).  ... 
doi:10.1109/tsmca.2005.843381 fatcat:2ds4tfrcabb3fadtwajt3ejbai

Granular Concept Mapping and Applications [chapter]

Sumalee Sonamthiang, Kanlaya Naruedomkul, Nick Cercone
2013 Intelligent Systems Reference Library  
This chapter presents a granular concept hierarchy (GCH) construction and mapping of the hierarchy for granular knowledge.  ...  A granule description language and granule measurements are proposed to enable mapping for an appropriate granular concept that represents sufficient knowledge so solve problem at hand.  ...  Therefore, defuzzification is needed to map for granular fuzzy concept indexing.  ... 
doi:10.1007/978-3-642-30344-9_22 fatcat:7mrfh2bgrjgu5bhvet5ujon5cm

Fuzzy Rough Granular Self Organizing Map [chapter]

Avatharam Ganivada, Shubhra Sankar Ray, Sankar Kumar Pal
2011 Lecture Notes in Computer Science  
A fuzzy rough granular self organizing map (FRGSOM) is proposed for clustering patterns from overlapping regions using competitive learning of the Kohonen's self organizing map.  ...  The development strategy of the FRGSOM is mainly based on granular input vector and initial connection weights.  ...  Herbert and Yao [15] introduced the granular self-organizing maps in the context of rough sets and granular computing.  ... 
doi:10.1007/978-3-642-24425-4_83 fatcat:66hr3o3yc5ailgifhvz7wgzdgy

Mapping calendar expressions into periodical granularities

C. Bettini, S. Mascetti, X. Sean Wang
2004 Proceedings. 11th International Symposium on Temporal Representation and Reasoning, 2004. TIME 2004.  
These results have an immediate application enabling users to easily specify new granularities and using them in the only constraint solver supporting time granularities that is currently available.  ...  This paper shows how granularities defined as algebraic calendar expressions can be represented as periodical sets of instants.  ...  The main contribution of the paper is that we show how to map an algebraic expression defining a time granularity into a periodic set representation of the same granularity.  ... 
doi:10.1109/time.2004.1314425 dblp:conf/time/BettiniMW04 fatcat:k4tx3kgnxzdyhiqc4jcfqg5474

Granular Bidirectional and Multidirectional Associative Memories: Towards a Collaborative Buildup of Granular Mappings

2017 Journal of Information Processing Systems  
Furthermore, we generalized the mapping into its granular version in which numeric prototypes that are formed through the clustering process are made granular so that the quality of the recall can be quantified  ...  (prototypes) over which an associative mapping becomes spanned.  ...  Uniform allocation of information granularity The prototypes are made granular by using a certain level of information granularity ε and forming granular prototypes around their numeric counterparts.  ... 
doi:10.3745/jips.02.0058 fatcat:2m3tdnbnsbaylbqzxxxiusuw6y

Highly granular digital electromagnetic Calorimeter with MAPS

E. Rocco
2016 Nuclear and Particle Physics Proceedings  
A highly granular digital electromagnetic calorimeter has been built using MAPS/MIMOSA23 with 30 micron pixel size to prove the feasibility of the proposed Forward electromagnetic Calorimeter (FoCal) as  ...  The high granularity of the MAPS allows an unprecedented close look, at the level of hundreds of micron, to the shower development and this is the true potential of such a high granularity calorimeter.  ...  The PHASE2/MIMOSA23 from IPHC [3] is the MAPS-type used in the detector. The chosen MAPS version was driven by its availability on the market at that time.  ... 
doi:10.1016/j.nuclphysbps.2015.09.171 fatcat:3xwf26d2fvef7gpiwjniotus2m

Scientific Document Clustering using Granular Self-organizing Map

Naveen Saini, Rahul Grover, Sriparna Saha, Pushpak Bhattacharyya
2019 Australian Journal of Intelligent Information Processing Systems  
In this paper, we have developed a granular self-organizing map (GSOM) based approach for SDC.  ...  GSOM was designed to overcome the limitations of self-organizing map (SOM), i.e., to avoid the problem of overlapping patterns present in different clusters.  ...  Conclusions and Future Works In this paper, we have explored the granular self-organizing map for scientific document clustering (SDC).  ... 
dblp:journals/ajiips/SainiGSB19 fatcat:x3zg2plqofftxhf37kiqkbg4uq

Partitive granular Cognitive Maps to graded multilabel classification

Gonzalo Napoles, Rafael Falcon, Elpiniki Papageorgiou, Rafael Bello, Koen Vanhoof
2016 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)  
The proposed schemes, termed as partitive granular cognitive maps (PGCMs), lean on Fuzzy Cognitive Maps (FCMs) whose input concepts represent cluster prototypes elicited via Fuzzy C-Means whereas the output  ...  The goal of a GMLC model is to learn this mapping while minimizing a certain loss function. In this paper, we tackle GMLC problems from a Granular Computing perspective for the first time.  ...  Granular Cognitive Maps FCMs have been augmented with different types of information granules, thus giving rise to high-level constructs known as Granular Cognitive Maps (GCMs).  ... 
doi:10.1109/fuzz-ieee.2016.7737848 dblp:conf/fuzzIEEE/NapolesFPBV16 fatcat:ngb5n6ostnbwbe34eurhoz4djm

Microservice Transition and its Granularity Problem: A Systematic Mapping Study [article]

Sara Hassan, Rami Bahsoon, Rick Kazman
2019 arXiv   pre-print
microservice granularity.  ...  In this paper, we report on a systematic mapping study that consolidates various views, approaches and activities that commonly assist in the transition to microservices.  ...  In Section 8 we conclude by summarising the results of our systematic mapping study. 2 SYSTEMATIC MAPPING STUDY PROCESS e process we follow in our mapping study is inspired by guidelines from [124] .  ... 
arXiv:1903.11665v1 fatcat:be3h6dx33jcqtmb7b2p6fidbye

STM Maps Granular Structure of Superconductivity at Nanoscale Level

2002 MRS bulletin  
tunneling microscopy (STM) to make nanometer-scale maps of "granular" superconductivity in the high-temperature superconductor Bi-2212 (Bi 2 Sr 2 CaCu 2 O 8+δ ).  ...  JENNIFER BURRIS STM Maps Granular Structure of Superconductivity at Nanoscale Level Researchers at Lawrence Berkeley National Laboratory and the University of California, Berkeley, have used scanning  ... 
doi:10.1557/mrs2002.91 fatcat:itrbvcgywrgnzdhamigfymzzrm

Qos Mapping For Fine Granular Scalability With Base Layer Scaling

Katsuhiko Fukazawa, Masayuki Inoue, Shigetaro Iwatsu, Yoshiyuki Yashima
2006 Zenodo  
Fine Granular Scalability Performance QoS mapping Application-level to User-level We carried out principal component analysis using the 'Size value', 'FGS bitplane', 'Base bitrate', and 'FGS bitrate'  ...  CONCLUSIONS We conducted an experiment using the DSIS method to subjectively assess Fine Granular Scalability.  ... 
doi:10.5281/zenodo.39548 fatcat:o5qhbmltyrafrapthjxupr5nae

Constructing multi-granular and topic-focused web site maps

Wen-Syan Li, Necip Fazil Ayan, Okan Kolak, Quoc Vu, Hajime Takano, Hisashi Shimamura
2001 Proceedings of the tenth international conference on World Wide Web - WWW '01  
Site Maps with Multi-Granularity of Details Implementation Status  ... 
doi:10.1145/371920.372086 dblp:conf/www/LiAKVTS01 fatcat:wpupgf6wcvdlvhifoincstaque

Digital Map-Based Site-Specific Granular Fertilizer Application System

N. S. Chandel, C. R. Mehta, V. K. Tewari, B. Nare
2016 Current Science  
The digital soil nutrient availability and application maps for targeted yield were also developed. DGPS was used for real-time identification of grids.  ...  In India, fixed-rate granular fertilizer applicators are most commonly used by the farmers.  ...  The developed system was evaluated with only one type of granular fertilizer, viz. urea.  ... 
doi:10.18520/cs/v111/i7/1208-1213 fatcat:2642qdy25fchtmqvqot5ljivzu

Learning Multiple Latent Variables with Self-Organizing Maps

Lili Zhang, Erzsébet Merényi
2010 2010 IEEE International Conference on Granular Computing  
We approach this challenge with a neural architecture we call Conjoined Twins, which is a two-layer feedforward network with a Self-Organizing Map (SOM) as its hidden layer.  ...  A topologically ordered mapping of the input data forms during this learning phase, which reflects the structure of the high-dimensional manifold.  ...  We approach this challenge with a neural architecture we call Conjoined Twins, which is a two-layer feedforward network with a Self-Organizing Map (SOM) as its hidden layer.  ... 
doi:10.1109/grc.2010.89 dblp:conf/grc/ZhangM10 fatcat:e3wfwahpwnfhtmhgegotmt5yby

Microservice transition and its granularity problem: A systematic mapping study

Sara Hassan, Rami Bahsoon, Rick Kazman
2020 Software, Practice & Experience  
SYSTEMATIC MAPPING STUDY PROCESS The process we follow in our mapping study is inspired by guidelines from Reference 14.  ...  Conducting a systematic mapping study to examine microservice literature is therefore essential to inform the paramount exercise of reasoning about granularity.  ... 
doi:10.1002/spe.2869 fatcat:dkvvcvn6gfhsznd4rexzlk2miu
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