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Front Page Computer Science and Information SystemsPublisher: ComSIS Consortium, Novi SadISSN: 1820-0214Issue: 14_3Date: 2017Journal Homepage

An Improved Artificial Bee Colony Algorithm with Elite-Guided Search Equations 751 - 767
Zhenxin Du, Dezhi Han, Guangzhong Liu, Kun Bi and Jianxin Jia  
AbstractKeywords: artificial bee colony; search equations; exploration ability; exploitation abilityMSC: 68T10 62H30
A DDoS Attack Detection System Based on Spark Framework 769 - 788
Dezhi Han, Kun Bi, Han Liu and Jianxin Jia  
AbstractKeywords: Distributed Denial of Service (DDoS); Early Warn; Attack Detection; Spark framework; K-Means AlgorithmMSC: 68M11 62H30
A kernel based true online Sarsa(λ) for continuous space control problems 789 - 804
Fei Zhu, Haijun Zhu, Yuchen Fu, Donghuo Chen and Xiaoke Zhou  
AbstractKeywords: reinforcement learning; kernel method; true online; policy gradient; Sarsa(λ)MSC: 68T10 62H30
Social evaluation of innovative drugs: A method based on big data analytics 805 - 821
Genghui Dai, Xinshuang Fu, Weihui Dai and Shengqi Lu  
AbstractKeywords: Big data analytics; social media; innovative drug; social evaluation; marine biology; fullerene materialsMSC: 68M14 91D30
Sentiment information Extraction of comparative sentences based on CRF model 823 - 837
Wei Wang, Guodong Xin, Bailing Wang, Junheng Huang and Yang Liu  
AbstractKeywords: information extraction; comparative sentence; comparative elementMSC: 68T50 62H30
Distinguishing Flooding Distributed Denial of Service from Flash Crowds Using Four Data Mining Approaches 839 - 856
Bin Kong, Kun Yang, Degang Sun, Meimei Li and Zhixin Shi  
AbstractKeywords: Flooding DDoS; Flash Crowds; Data Mining; EntropyMSC: 68M11 68T10
Building a Lightweight Testbed Using Devices in Personal Area Networks 857 - 873
Qiaozhi Xu and Junxing Zhang  
AbstractKeywords: Testbed; Personal Area Network; PAN; Personal NetworkMSC: 68M10 90C35
Supporting the Platform Extensibility for the Model-Driven Development of Agent Systems by the Interoperability Between Domain-Specific Modeling Languages of Multi-Agent Systems 875 - 912
Geylani Kardas, Emine Bircan and Moharram Challenger  
AbstractKeywords: Metamodel; Model transformation; Model-driven development; Domain-specific Modeling Language; Multi-agent System; InteroperabilityMSC: 68N19 68T42
Towards OntoUML for Software Engineering: Transformation of Kinds and Subkinds into Relational Databases 913 - 937
Zdeněk Rybola and Robert Pergl  
AbstractKeywords: OntoUML; UML; transformation; relational database; Kind; Subkind; generalization setMSC: 68N19 68T30
Development of Custom Notation for XML-based Language: a Model-Driven Approach 939 - 958
Sergej Chodarev and Jaroslav Porubän  
AbstractKeywords: domain-specific languages; human-computer interaction; iterative design; model-driven development; translator; XMLMSC: 68N19 68N20
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