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2014 International Conference on Advanced Informatics: Concept, Theory and Application
2014 International Conference on Advanced Informatics: Concept, Theory and Application
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1.
Comparison of bidirectional associative memory, counterpropagation and evolutionary neural network for Java characters recognition
机译:
双向关联记忆,反向传播和进化神经网络用于Java字符识别的比较
作者:
Budhi Gregorius Satia
;
Adipranata Rudy
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
content-addressable storage;
feature extraction;
image segmentation;
neural nets;
optical character recognition;
Java characters recognition;
Javanese language;
bidirectional associative memory;
counterpropagation;
evolutionary neural network;
feature extraction;
image segmentation;
Accuracy;
Associative memory;
Biological cells;
Character recognition;
Image segmentation;
Java;
Neural networks;
Java characters recognition;
bidirectional associative memory;
counterpropagation;
evolutionary neural network;
2.
Development of customizable analytical derivation tool for algebraic function
机译:
可定制的代数函数分析导出工具的开发
作者:
Choiri Hendra Hadhil
;
Maulidevi Nur Ulfa
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
algebra;
trees (mathematics);
DFS algorithm;
abstract syntax tree;
algebraic function;
approximation value;
constants;
customizable analytical derivation tool;
derivative rules;
deriving;
differential calculus;
general forms;
numerical derivative;
operators;
output returning step;
parsing;
problem solving agent approach;
simplification;
Abstracts;
Calculus;
Informatics;
MATLAB;
Polynomials;
Problem-solving;
Syntactics;
DFS;
abstract syntax tree;
analytical derivative;
operator;
3.
Automatic multilabel categorization using learning to rank framework for complaint text on Bandung government
机译:
使用学习排名对万隆政府投诉文本进行框架的自动多标签分类
作者:
Fauzan Ahmad
;
Khodra Masayu Leylia
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
government data processing;
learning (artificial intelligence);
text analysis;
Bandung government;
LAPOR;
LamdaMART;
automatic multilabel categorization;
complaint text;
government complaint management system;
learning to rank framework;
machine learning;
multilabel classification;
ranking problem;
Accuracy;
Classification algorithms;
Government;
Informatics;
Support vector machines;
Text categorization;
Vectors;
complaint management;
government;
learning to rank;
machine learning;
multilabel classification;
text catego;
4.
ANN, ARIMA and MA timeseries model for forecasting in cement manufacturing industry: Case study at lafarge cement Indonesia — Aceh
机译:
水泥制造业预测的ANN,ARIMA和MA时间序列模型:拉法基水泥印度尼西亚的案例研究— Aceh
作者:
Fradinata Edy
;
Sirivongpaisal Nikorn
;
Suthummanon Sakesun
;
Suntiamorntuthq Wannarat
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
autoregressive moving average processes;
cement industry;
demand forecasting;
mean square error methods;
neural nets;
time series;
ANN;
ARIMA;
Aceh province;
Lafarge Cement Indonesia;
MA time series model;
MAPE;
artificial neural network;
autoregressive integrated moving average model;
cement manufacturing industry;
demand forecast method;
mean square error method;
sale demand condition prediction;
Artificial neural networks;
Correlation;
Data models;
Forecasting;
Predictive models;
Time series analysis;
Training;
arima;
5.
Enterprise architecture for cloud-based ERP system development
机译:
基于云的ERP系统开发的企业架构
作者:
Gunawan Ardian Indra
;
Surendro Kridanto
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
cloud computing;
enterprise resource planning;
software architecture;
cloud computing;
cloud-based ERP system development;
enterprise architecture;
enterprise resource planning;
information technology;
Cloud computing;
Companies;
Computational modeling;
Computer architecture;
Information systems;
Architecture;
Cloud;
ERP;
Enterprise;
6.
Generation of striped color images by using inverse line convergence index filter
机译:
使用逆线收敛指数滤波器生成条纹彩色图像
作者:
Hiraoka Toru
;
Nonaka Hirofumi
;
Urahama Kiichi
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
convergence of numerical methods;
filtering theory;
image colour analysis;
iterative methods;
rendering (computer graphics);
ILCIF parameters;
Lena image;
color photographs;
inverse line convergence index filter;
iterative process;
nonphotorealistic rendering method;
striped color image generation;
striped patterns;
visual effects;
Color;
Convergence;
Filtering theory;
Image color analysis;
Indexes;
Informatics;
Rendering (computer graphics);
inverse line convergence index filter;
non-photorealistic rendering;
striped;
7.
INET Framework modifications in OMNeT++ simulator for MPLS traffic engineering
机译:
OMNeT ++仿真器中的INET Framework修改用于MPLS流量工程
作者:
Jauhari Andrew Sagitta
;
Kistijantoro Achmad Imam
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
multiprotocol label switching;
telecommunication computing;
CSPF algorithm;
FEC component;
INET Framework modification;
MPLS traffic engineering;
OMNeT++ simulator;
RFC standard protocol;
RSVP path message termination;
RSVP protocol automation;
automated traffic engineering simulation;
bandwidth identity;
centered taxonomy accommodation;
complex topology;
distributed taxonomy accommodation;
parallel route accommodation;
traffic engineering simulation;
Bandwidth;
Computational modeling;
Multiprotocol label switchin;
8.
Vitality based feature selection for intrusion detection
机译:
基于活力的特征选择用于入侵检测
作者:
Jupriyadi
;
Kistijantoro Achmad Imam
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Bayes methods;
feature selection;
pattern classification;
security of data;
CFS;
FPR;
FVBRM;
GR;
IG;
Naïve Bayes classifier;
TPR;
correlation based feature selection;
false positives rate;
feature vitality based reduction method;
gain ratio;
information gain;
intrusion detection;
true positives rate;
vitality based feature selection;
Artificial intelligence;
Barium;
Conferences;
Informatics;
Manganese;
FVBRM;
feature selection;
intrusion detection system;
network security;
9.
Novel two-stage model for grapheme-to-phoneme conversion using new grapheme generation rules
机译:
使用新字素生成规则的用于字素到音素转换的新型两阶段模型
作者:
Seng Kheang
;
Katsurada Kouichi
;
Iribe Yurie
;
Nitta Tom
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
finite state machines;
speech processing;
G2P conversion framework;
grapheme generation rules;
grapheme-to-phoneme conversion;
in-vocabulary dataset;
out-of-vocabulary dataset;
output phoneme sequence;
two-stage model;
vowel graphemes;
weighted finite-state transducer;
Accuracy;
Hidden Markov models;
Informatics;
Joining processes;
Predictive models;
Testing;
Training;
combined grapheme-phoneme information;
grapheme generation rules (GGR);
grapheme-to-phoneme (G2P);
two-stage model;
10.
The perfomance of e-learning Website on open source virtualization
机译:
电子学习网站在开源虚拟化中的表现
作者:
Kristianto Edy
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Internet;
Web sites;
computer aided instruction;
file servers;
operating systems (computers);
public domain software;
virtualisation;
ANOVA method;
Web server;
ab;
cloud computing;
concurrency user;
container-based operating system virtualization;
data center;
e-learning Website;
energy efficiency;
fullvirtualization;
httperf;
local infrastucture;
open source virtualization technique;
operational cost efficiency;
paravirtualization;
server resource;
server virtualization technique;
siege;
Containers;
Electronic learning;
11.
Integration of metadata generator to Model View Adapter (MVA) architecture pattern
机译:
将元数据生成器集成到模型视图适配器(MVA)架构模式
作者:
Adi Kurniawan Anselmus Krisma
;
Hendradjaya Bayu
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
automatic programming;
data integration;
meta data;
software architecture;
MVA;
adapter class;
data component;
feeder;
metadata generator integration;
mobile platform;
model view adapter architecture pattern;
online data providers;
record structures;
software development;
software efficiency;
software flexibility;
software maintainability;
software portability;
software reusability;
view class;
visual component;
Adaptation models;
Data models;
Generators;
Load modeling;
Software;
Visualization;
XML;
Metadata Generator;
Mode;
12.
Indonesian Twitter text authority classification for government in Bandung
机译:
万隆政府的印度尼西亚Twitter文本权限分类
作者:
Laksana Janice
;
Purwarianti Ayu
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Bayes methods;
decision trees;
government data processing;
pattern classification;
social networking (online);
support vector machines;
text analysis;
@username feature;
Bandung city government;
Indonesian Twitter text authority classification;
binary relevance;
complaint management systems;
complaint word feature;
decision tree algorithm;
direct classification;
label power set;
n-gram feature;
naive Bayes algorithm;
social media;
statistical based multilabel text classification;
support vector machine algorithm;
tw;
13.
The readiness self-assessment model for green IT implementation in organizations
机译:
组织中绿色IT实施的准备就绪自我评估模型
作者:
Muladi Nadinastiti
;
Surendro Kridanto
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
DP management;
business data processing;
green computing;
business transformation;
economic dimension;
green IT;
human resources factor;
organizational factor;
organizational readiness;
people dimension;
process dimension;
process factor;
readiness self-assessment model;
strategic factor;
technological factor;
technology dimension;
Electricity;
Green products;
Hardware;
Informatics;
Information technology;
Organizations;
green IT;
implementation;
matrix;
measurement;
organization;
readiness;
sustainability;
14.
Quality-based framework for requirement analysis in data warehouse
机译:
基于质量的数据仓库需求分析框架
作者:
Munawar
;
Salim Naomie
;
Ibrahim Roliana
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
data integration;
data warehouses;
failure analysis;
software quality;
software reliability;
systems analysis;
DW;
analytical query processing;
business intelligent;
data integration;
data warehouse;
failure risk reduction;
multidriven approach;
quality-based framework;
requirement analysis;
Analytical models;
Data models;
Data warehouses;
Informatics;
Organizations;
Unified modeling language;
data quality;
quality integration;
requirements analysis;
15.
Optimization of excitation-emission bands for estimating viable bacteria on meat surfaces with fluorescence spectroscopy
机译:
用荧光光谱法优化激发发射带以估计肉表面上的活菌
作者:
Nagai Hiroto
;
El Masry Gamal
;
Nakauchi Shigeki
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
biological techniques;
calibration;
cellular biophysics;
fluorescence spectroscopy;
food products;
infrared spectrometers;
inspection;
least mean squares methods;
microorganisms;
regression analysis;
visible spectrometers;
PLSR;
contamination detection;
excitation-emission band optimization;
excitation-emission data matrix;
fluorescence spectroscopy;
inspection;
light source filtering;
meat products;
meat surface;
near infrared spectrometer;
optimized EEM technique;
partial least square regression;
standard calibratio;
16.
Evaluating industrial cluster by using spatial auto correlation of patent applications
机译:
利用专利申请的空间自动相关性评估产业集群
作者:
Nonaka Hirofumi
;
Kawano Shunsuke
;
Hiraoka Toru
;
Ota Takahisa
;
Masuyama Shigeru
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
patents;
pattern clustering;
economic statistics;
geometric bias;
industrial cluster evaluation;
middle-term assessment;
patent analysis method;
patent applications;
questionnaire investigations;
short-term assessment;
spatial autocorrelation;
Conferences;
Correlation;
Data mining;
Economics;
Industries;
Informatics;
Patents;
Global Moran's test;
Industrial cluster;
Local Moran's Test;
Patent analysis;
Spatial Auto-correlation;
17.
Restructuring regular business ERP system to be transformed into academic ERP system
机译:
重组常规业务ERP系统以转变为学术ERP系统
作者:
Olivia
;
Surendro Kridanto
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
educational administrative data processing;
educational institutions;
enterprise resource planning;
academic ERP system;
academic institutions;
business ERP system restructuring;
enterprise resource planning;
open-source ERP systems;
Authentication;
Business;
Educational institutions;
Informatics;
Manufacturing;
Servers;
User interfaces;
Enterprise resource planning;
operations research;
software architecture;
software reusability;
18.
Anomaly-based intrusion detection and prevention system on website usage using rule-growth sequential pattern analysis: Case study: Statistics of Indonesia (BPS) website
机译:
基于规则增长顺序模式分析的基于异常的网站使用入侵检测和预防系统:案例研究:印度尼西亚统计局(BPS)网站
作者:
Trio Pramono Yohanes Wahyu
;
Suhardi
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Web sites;
data mining;
security of data;
Indonesia Website;
Website security protection mechanism;
Website usage;
anomaly-based intrusion detection system;
intrusion prevention system;
log data mining;
rule-growth sequential pattern analysis;
Data mining;
Databases;
IP networks;
Informatics;
Intrusion detection;
Uniform resource locators;
intrusion detection;
sequential pattern;
user behavior;
website security;
19.
Numerical analysis for wave propagation in circular waveguide using cylindrical coordinate system-based FDTD method
机译:
基于圆柱坐标系的FDTD方法对圆形波导中波传播的数值分析
作者:
Rahmatillah Rahmi
;
Chairunnisa
;
Munir Achmad
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
circular waveguides;
electromagnetic fields;
electromagnetic wave propagation;
finite difference time-domain analysis;
2D system;
3D system;
ABC;
Cartesian coordinate system;
absorbing boundary condition;
cylindrical coordinate system-based FDTD method;
electromagnetic field;
finite difference time-domain Method;
hollow circular waveguide;
sine wave modulated Gaussian signal;
three-dimension system;
two-dimension system;
wave propagation numerical analysis;
Electromagnetic waveguides;
Equations;
Finite difference;
20.
Towards a methodological framework for designing a knowledge market
机译:
建立设计知识市场的方法框架
作者:
Rustam D. Didi
;
van der Weide T. P. Theo
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
educational administrative data processing;
further education;
knowledge management;
higher education knowledge sharing;
knowledge as a service;
knowledge buyer;
knowledge exchange;
knowledge market design;
knowledge seller;
market as a service;
market mechanism;
Educational institutions;
Informatics;
Knowledge management;
Organizations;
Production;
Standards organizations;
Knowledge Market;
Knowledge Sharing;
Knowledge as a Service;
Market as a Service;
21.
Early detection of type II Diabetes Mellitus with random forest and classification and regression tree (CART)
机译:
利用随机森林和分类回归树(CART)早期发现II型糖尿病
作者:
Mira Kania Sabariah M.T.
;
Aini Hanifa S.T.
;
Siti Saadah M.T.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
diseases;
electronic health records;
patient diagnosis;
pattern classification;
regression analysis;
trees (mathematics);
CART models;
RF method;
candidate attributes splitter;
categorical attributes;
classification and regression tree method;
complex medical record structure;
continuous attributes;
disease early detection;
random forest;
type II diabetes Mellitus early detection;
Accuracy;
Data models;
Diabetes;
Diseases;
Regression tree analysis;
Testing;
Vegetation;
CART;
Diabetes Mellitus type II;
Random Forest;
clas;
22.
Comparison of syllable-based and phoneme-based DNN-HMM in Japanese speech recognition
机译:
基于音节和音素的DNN-HMM在日语语音识别中的比较
作者:
Seki Hiroshi
;
Yamamoto Koji
;
Nakagawa Sachiko
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
hidden Markov models;
neural nets;
speech recognition;
ASJ+JNAS corpus;
Japanese speech recognition;
WER;
context independent syllable;
hidden Markov process;
left-context dependent syllable;
modeling method;
phoneme-based DNN-HMM;
recognition accuracy;
syllabic language;
triphone DNN-HMM;
Context;
Context modeling;
Hidden Markov models;
Neural networks;
Rectifiers;
Speech recognition;
Training;
DNN-HMM;
GMM-HMM;
deep neural network;
phoneme;
speech recognition;
syllable;
23.
Solving the time fractional diffusion equations by the Half-Sweep SOR iterative method
机译:
通过半扫频SOR迭代方法求解时间分数扩散方程
作者:
Sunarto A.
;
Sulaiman J.
;
Saudi A.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
approximation theory;
finite difference methods;
iterative methods;
Caputo time fractional derivative;
HSSOR iterative method;
full-sweep Gauss-Seidel method;
half-sweep SOR iterative method;
half-sweep finite difference approximation equation;
half-sweep successive over-relaxation method;
linear system;
successive over-relaxation iterative method;
time fractional diffusion equations;
Approximation methods;
Equations;
Finite difference methods;
Iterative methods;
Linear systems;
Mathematical model;
Caputa's fract;
24.
A comparison for handling imbalanced datasets
机译:
处理不平衡数据集的比较
作者:
Syaripudin Arif
;
Khodra Masayu Leylia
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
data handling;
learning (artificial intelligence);
pattern classification;
AdaBoostMl;
SMOTE 5000/0;
attributes data types;
f-measure;
imbalanced dataset handling;
learning algorithms;
missing attribute values;
performance analysis;
prediction error;
Conferences;
Decision support systems;
Error analysis;
Informatics;
Nickel;
Training;
ensembles;
imbalanced dataset;
resamples;
25.
E-readiness framework for cloud computing adoption in higher education
机译:
高等教育中云计算采用的电子就绪框架
作者:
Surya G. Soni Fajar
;
Surendro Kridanto
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
cloud computing;
computer aided instruction;
further education;
CC technology;
IT governance COBIT 5;
IT readiness level;
Tri Dharma;
West of Java;
big-funding requirements;
cloud computing adoption;
e-readiness framework;
enterprise enabler;
higher education;
maturity assessment model;
private HE;
Business;
Cloud computing;
Computational modeling;
Education;
Informatics;
Mathematical model;
Reliability;
Cloud Computing;
Enterprise Enabler COBIT 5;
eReadiness;
26.
T-E CLC: A conceptual model towards creative learning community
机译:
T-E CLC:面向创意学习社区的概念模型
作者:
Suwawi Dawam D. J.
;
Maharani Warih
;
Sastramihardja Husni S.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
educational institutions;
further education;
teaching;
T-E CLC model;
complex engineering problems;
conceptual model;
creative learning community;
educational institutions;
engagement theory;
engineering schools;
engineering students;
higher educational institutions;
integrated creative thinking skills;
learning approach;
learning community;
teaching approach;
universities;
Collaboration;
Collaborative work;
Communities;
Context;
Educational institutions;
Informatics;
creative learning community;
creative thinking;
enga;
27.
SAML single sign-on protocol development using combination of speech and speaker recognition
机译:
结合语音和说话者识别的SAML单点登录协议开发
作者:
Telnoni Patrick
;
Munir Rinaldi
;
Rosmansyah Yusep
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
XML;
cryptographic protocols;
speaker recognition;
SAML SSO protocol;
SAML single sign-on protocol development;
XML based SSO protocol;
centralized authentication system;
speaker recognition;
speech recognition;
Authentication;
Feature extraction;
Protocols;
Servers;
Speaker recognition;
Speech;
Speech recognition;
SAML;
Single sign-on;
biometric;
speaker recognition;
speech;
28.
Query subtopic mining for search result diversification
机译:
查询子主题挖掘以实现搜索结果多样化
作者:
Ullah Md Zia
;
Aono Masaki
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
data mining;
query formulation;
search engines;
D#-nDCG@10;
NTCIR-10 INTENT-2 english subtopic mining test collection;
WSE;
Web search engines;
Web search queries;
information needs;
multiple query-dependent features;
query reformulations;
query subtopic mining;
query subtopics;
query-independent features;
search intents;
search result diversification;
Computational modeling;
Educational institutions;
Feature extraction;
Search engines;
Vectors;
Web search;
diversification;
intent;
subtopic mining;
29.
Melody generation system based on a theory of melody sequence
机译:
基于旋律序列理论的旋律生成系统
作者:
Yazawa Sakurako
;
Hamanaka Masatoshi
;
Utsuro Takehito
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
music;
probability;
IRM;
implication-realization model;
melody generation system;
melody sequence theory;
music pitch;
music theory;
probability model;
rhythm;
subjective human judgment;
symbol sequences;
symbol transition probability model;
tone transition models;
training data;
Abstracts;
Analytical models;
Educational institutions;
Informatics;
Rhythm;
Training;
Training data;
Realization Model (IRM);
music theory, melody generation, Implication;
30.
Development of protection profile and security target for Indonesia electronic ID card's (KTP-el) card reader based on common criteria V3.1:2012/SNI ISO/IEC 15408:2014
机译:
根据共同标准V3.1:2012 / SNI ISO / IEC 15408:2014,为印度尼西亚电子身份证(KTP-el)读卡器开发保护配置文件和安全目标
作者:
Aminanto Muhamad Erza
;
Sutikno Sarwono
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
IEC standards;
ISO standards;
data protection;
security of data;
smart cards;
CC;
IT product development process;
Indonesia electronic ID card reader;
Indonesia electronic identity card system;
KTP-el card reader;
PP document;
ST document;
card holder personal data;
common criteria V3.1:2012/SNI ISO/IEC 15408:2014;
data reading process;
inhabitants database;
protection profile development;
security target;
smartcard reader;
wireless smartcard;
Authentication;
Cryptography;
Fingerprint recognition;
IEC standards;
ISO st;
31.
Implementation of a monophonic note tracking algorithm on Android
机译:
单音笔记跟踪算法在Android上的实现
作者:
Dulimarta Hans
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Android (operating system);
music;
software libraries;
speech recognition;
speech synthesis;
Android SDK;
Android device;
digital signal processing;
digital speech processing;
human voice;
monophonic note tracking algorithm;
monophonic sound;
music recognition;
music signals;
musical instruments;
pitch tracking algorithm;
polyphonic sound;
semantic disambiguation;
speech recognition;
speech synthesis;
standard Android libraries;
Androids;
Human voice;
Humanoid robots;
Instruments;
Signal processing algorithms;
Speech;
Spe;
32.
Heart disease diagnosis using extreme learning based neural networks
机译:
使用基于极限学习的神经网络进行心脏病诊断
作者:
Fathurachman Muhammad
;
Kalsum Umi
;
Safitri Noviyanti
;
Utomo Chandra Prasetyo
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
learning (artificial intelligence);
medical diagnostic computing;
neural nets;
patient treatment;
2010 Hospital Information System report;
ANN technique;
ELM model;
SIRS report;
SVM;
activation function;
artificial neural networks technique;
backpropagation;
decision tree;
extreme learning machine;
generalization model;
heart disease diagnosis;
heart disease treatment;
local minima;
medical professional;
support vector machine;
Accuracy;
Artificial neural networks;
Diseases;
Heart;
Support vector machines;
Testing;
Train;
33.
English to Japanese spoken language translation system for classroom lectures
机译:
课堂授课的英语到日语口语翻译系统
作者:
Ferdiansyah Veri
;
Nakagawa Sachiko
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
courseware;
language translation;
speech recognition;
ASR system;
English automatic speech recognition;
English-to-Japanese statistical machine translation system;
JENAAD;
JapaneseEnglish News Article Alignment Data;
MIT OpenCourseWare lectures;
SMT system;
TED Talks;
WER;
WSJ corpus;
Wall Street Journal corpus;
acoustic model;
classroom lectures;
lecture transcriptions;
word error rate;
Acoustics;
Adaptation models;
Data models;
Hidden Markov models;
Informatics;
Speech;
Speech recognition;
MIT OCW;
automatic speech rec;
34.
Interaction theory new paradigm for solving the assignment problem
机译:
解决分配问题的相互作用理论新范式
作者:
Gani Anang Zaini
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
computational complexity;
iterative methods;
assignment problem;
coefficient interaction formula;
hard problems;
iteration process;
Algorithm design and analysis;
Industrial engineering;
Informatics;
Marine vehicles;
Optical distortion;
Ports (Computers);
Transportation;
Assignment problem;
Coefficient Interaction;
Hungarian Method;
Interaction Theory;
graph;
35.
Statistically optimum virtual trip line for real-time traffic monitoring system
机译:
统计最优的虚拟行车线,用于实时交通监控系统
作者:
Gunawan Fergyanto E.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
computerised monitoring;
geographic information systems;
normal distribution;
real-time systems;
traffic engineering computing;
VTL length;
geo-location data;
normal distribution;
probe vehicle;
real-time traffic monitoring system;
road GIS line;
statistically optimum virtual trip line;
Accuracy;
Distributed databases;
Global Positioning System;
Monitoring;
Probes;
Roads;
Vehicles;
Floating car data;
intelligent transportation sys-tem;
normal distribution;
probe vehicle;
virtual trip line;
36.
Band selection by distance of spatial patterns for brain machine interfacing
机译:
通过脑机接口的空间模式距离选择波段
作者:
Higashi Hiroshi
;
Tanaka T.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
covariance matrices;
electroencephalography;
feature extraction;
medical signal processing;
signal classification;
user interfaces;
MI-BMI;
band selection;
classification accuracy;
common spatial pattern method;
covariance matrices;
electroencephalogram;
feature extraction;
frequency bins;
frequency components;
motor imagery based brain machine interfaces;
near bins;
passband design;
Accuracy;
Brain;
Covariance matrices;
Electroencephalography;
Feature extraction;
Neuroscience;
Passband;
brain machine/computer interface;
37.
Multi-user spectrum analyzer using Java-based client-server application
机译:
使用基于Java的客户端-服务器应用程序的多用户频谱分析仪
作者:
Satvika Iswari Ni Made
;
Kistijantoro Achmad Imam
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Java;
client-server systems;
computerised monitoring;
data visualisation;
programming languages;
spectral analysers;
Java programming language;
Java-based client-server application;
frequency utilization monitoring;
government agencies;
laboratory activity;
measurement visualization;
multiuser spectrum analyzer;
telecommunication service;
Computers;
Educational institutions;
Informatics;
Monitoring;
Servers;
Time factors;
Time measurement;
client-server;
java-based;
multiple user;
real-time;
spectrum analyzer;
38.
Sign language word recognition using via-point information and correlation of they bimanual movements
机译:
使用过孔点信息进行手语单词识别以及它们的双向运动相关性
作者:
Igari Shinpei
;
Fukumura Naohiro
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
correlation methods;
sign language recognition;
JSL words;
Japanese JSL recognition system;
Japanese sign language recognition system;
arm movements;
bimanual movements;
correlation coefficient;
dominant arm;
feature points;
integration method;
minimum jerk model;
sign language word recognition;
trajectory data;
via-point information;
Assistive technology;
Correlation;
Correlation coefficient;
Dictionaries;
Feature extraction;
Gesture recognition;
Trajectory;
Bimanual Movements;
Correlation Coefficient;
Sign Language R;
39.
Risk management framework with COBIT 5 and risk management framework for cloud computing integration
机译:
具有COBIT 5的风险管理框架和用于云计算集成的风险管理框架
作者:
Khrisna Akbar
;
Harlili
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
business data processing;
cloud computing;
risk management;
COBIT 5;
cloud computing integration;
risk governance;
risk management framework;
Cloud computing;
Companies;
Computational modeling;
Monitoring;
Risk management;
Security;
COBIT;
cloud computing;
framework integration;
risk governance;
risk management;
risk management framework;
40.
Expert systems for self-diagnosing of eye diseases using Naïve Bayes
机译:
使用朴素贝叶斯进行眼部疾病自我诊断的专家系统
作者:
Kurniawan Rahmad
;
Yanti Novi
;
Nazri Mohd Zakree
;
Zulvandri
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Bayes methods;
diagnostic expert systems;
diseases;
medical diagnostic computing;
patient diagnosis;
Naïve Bayes;
expert system diagnostic;
expert systems;
eye disease diagnosis;
self-diagnosing;
Accuracy;
Bayes methods;
Cognition;
Diseases;
Expert systems;
Case-Based Reasoning;
Expert System;
Eye Disease;
Naïve Bayes;
41.
Kinect 3D camera based eye-tracking to detect the amount of indoor advertisement viewer
机译:
基于Kinect 3D摄像机的眼动跟踪以检测室内广告查看器的数量
作者:
Kwan Calvin
;
Purnama James
;
Eng Kho /I/.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
advertising data processing;
gaze tracking;
image sensors;
object detection;
object tracking;
ID determination;
Kinect 3D camera based eye-tracking;
Kinect Xbox 360;
angle algorithm;
eye-models;
indoor advertisement viewer detection;
pupillary distance;
source code;
visual studio 2012;
Accuracy;
Cameras;
Companies;
Informatics;
Three-dimensional displays;
Tracking;
Visualization;
Angle 2D vector;
C# visual studio;
Eye-tracking;
Kinect SDK;
Kinect Xbox 360;
42.
Stock trend prediction using simple moving average supported by news classification
机译:
使用新闻分类支持的简单移动平均线进行股票趋势预测
作者:
Lauren Samuel
;
Harlili S.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
information resources;
learning (artificial intelligence);
neural nets;
pattern classification;
stock markets;
time series;
artificial neural network;
daily time series data;
financial news;
machine learning;
news classification;
simple moving average technique;
stock trend prediction;
Artificial neural networks;
Feature extraction;
Informatics;
Learning (artificial intelligence);
Machine learning algorithms;
Market research;
Time series analysis;
artificial neural network;
news classification;
sentiment value;
simple;
43.
Guided summarization for Indonesian news articles
机译:
印尼新闻文章的指导摘要
作者:
Massandy Danang Tri
;
Khodra Masayu Leylia
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
information resources;
text analysis;
BDFS;
CKLD;
CRS;
Indonesian news articles;
ROUGE-2;
ROUGE-SU4;
SL;
SVR model;
SWING system;
bigram DFS;
category KL-divergence;
category relevance score;
guided summarization techniques;
human-made summaries;
news aggregator system;
news articles summarization technique;
online news media development;
quote sentence removal;
sentence length;
top n NE corpus;
top n NE topic;
Accidents;
Adaptation models;
Feature extraction;
Informatics;
Predictive models;
Redundancy;
Training data;
Indone;
44.
Person identification by face recognition on portable device for teaching-aid system: Preliminary report
机译:
在教学辅助系统的便携式设备上通过人脸识别进行人员识别:初步报告
作者:
Nasution Albadr Lutan
;
Sena Bayu D. Bima
;
Jun Miura
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
face recognition;
portable computers;
teaching;
visual databases;
Fisherface method;
OpenCV;
Yale B extended database;
detection rate;
face recognition system;
haar-based face detection;
illumination normalization;
online prototype;
person identification;
portable device;
recognition rate;
server;
teaching-aid system;
Databases;
Face;
Face detection;
Face recognition;
Image recognition;
Lighting;
Training;
/lph;
eigenface;
face detection;
face recognition;
fisherface;
illumination normalization;
opencv;
45.
Pivot translation using source-side dictionary and target-side parallel corpus towards MT from resource-limited languages
机译:
使用源端字典和目标端并行语料库从资源受限的语言向MT进行枢轴翻译
作者:
Nomura Tadahiro
;
Akiba Tatsuro
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
dictionaries;
language translation;
natural language processing;
statistical analysis;
Europarl corpus;
SMT;
direct parallel corpus;
edge weighting method;
lattice pruning methods;
pivot sentence;
pivot translation method;
resource-limited languages;
source languages;
source-side dictionary method;
statistical machine translation;
target languages;
target-side parallel corpus;
word dictionary;
Context modeling;
Decoding;
Dictionaries;
Educational institutions;
Electronic mail;
Informatics;
Lattices;
statistical machine;
46.
Improved generalizations of the Karatsuba algorithm in GF(2
n
)
机译:
GF(2
n sup>)中的Karatsuba算法的改进概括
作者:
Nursalman Muhamad
;
Sasongko Arif
;
Kurniawan Yusuf
;
Kuspriyanto
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
computational complexity;
digital arithmetic;
KOA;
Karatsuba Ofman algorithm;
general Karatsuba multiplier;
modulo functions;
n-term Karatsuba-like formulae;
Algorithm design and analysis;
Elliptic curve cryptography;
Galois fields;
Informatics;
Mathematical model;
Polynomials;
5,6,7-Term Karatsuba Like Formulae;
Efficient Multiplier in GF((2n)4);
General Karatsuba Multiplier;
Improved Generalizations of The Karatsuba Algorithm;
Karatsuba Ofman Algorithm;
47.
Estimation of inheritance relationship between contents on social media — Case study of Niconico as a video-sharing site
机译:
社交媒体内容之间的继承关系的估计-以Niconico作为视频共享网站的案例研究
作者:
Ohta Hitoyoshi
;
Kobayashi Akihiro
;
Masuyama Shigeru
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Internet;
meta data;
pattern classification;
social networking (online);
F-value;
Niconico;
arrangement type;
classification;
inheritance relationship estimation;
inspired type;
meta-data;
partially-used type;
reference graph;
remake type;
social media;
video-sharing Website;
Classification algorithms;
Educational institutions;
Games;
Informatics;
Media;
Vectors;
Video sharing;
Web mining;
48.
Ranking prediction for time-series data using learning to rank (Case Study: Top mobile games prediction)
机译:
使用学习排名对时间序列数据进行排名预测(案例研究:顶级手机游戏预测)
作者:
Ramadhan Agriansyah
;
Khodra Masayu Leylia
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
computer games;
data handling;
learning (artificial intelligence);
time series;
LambdaMART;
MGPrediction+;
learning to rank algorithm;
machine learning technique;
ranking model;
ranking prediction;
time-series attributes;
time-series data;
top mobile games prediction system;
Feature extraction;
Games;
Indexes;
Informatics;
Land mobile radio;
Prediction algorithms;
Vegetation;
ranking learning to rank;
time-series;
top mobile games;
49.
Adaptive DE based on chaotic sequences and random adjustment for image Contrast Enhancement
机译:
基于混沌序列和随机调整的自适应DE用于图像对比度增强
作者:
Rasdi Rere L.M.
;
Fanany M. Ivan
;
Murni A.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
evolutionary computation;
image enhancement;
optimisation;
search problems;
Boat;
Cameraman;
Lena;
Rice;
adaptive DE;
chaotic sequences;
differential evolution;
fitness criterion;
optimal image contrast enhancement;
optimization methods;
parameter setting;
random adjustment;
search process;
testing images;
Boats;
Chaos;
Linear programming;
Simulation;
Sociology;
Statistics;
Vectors;
Adaptive Differential Evolution;
Chaotic sequences;
Image contrast enhancement;
50.
Ontology based classification for multi-label image annotation
机译:
基于本体的多标签图像标注分类
作者:
Reshma Ismat Ara
;
Ullah Md Zia
;
Aono Masaki
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
image classification;
learning (artificial intelligence);
ontologies (artificial intelligence);
Web images database;
classification;
classifiers training;
high-level semantic information;
low-level visual features;
multilabel image annotation;
ontology;
supervised learning;
visual information retrieval;
Encyclopedias;
Kernel;
Ontologies;
Semantics;
Training;
Training data;
Visualization;
classification;
image annotation;
noisy training data;
ontolog;
51.
Transformation of UML 2.0 sequence diagram into Coloured Petri Nets
机译:
UML 2.0序列图到彩色Petri网的转换
作者:
Saputra Aditya Bagoesr
;
Basuki Thomas Anung
;
Tirtawangsa Jimmy
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Petri nets;
Unified Modeling Language;
graph colouring;
systems analysis;
CPN;
UML 2.0 sequence diagram transformation;
chocolate machine;
coloured Petri nets;
system design;
transformation rules;
Color;
Informatics;
Optimized production technology;
Petri nets;
Semantics;
Transforms;
Unified modeling language;
Coloured Petri Nets;
UML;
sequence diagram;
transformation rules;
52.
A joint time synchronization concept for wireless communication system
机译:
无线通信系统的联合时间同步概念
作者:
Setiawan Hendra
;
Kurosaki Masayuki
;
Ochi Hiroshi
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Long Term Evolution;
WiMax;
correlation theory;
field programmable gate arrays;
peak detectors;
sensitivity analysis;
synchronisation;
table lookup;
wireless LAN;
FPGA;
LTE;
LUT;
Long Term Evolution;
Virtex-5 XC5VTX240T;
WLAN;
WiMAX;
adaptive threshold value;
clock frequency;
common timing detection;
field programmable gate array;
joint time synchronization concept;
look up table;
peak detector;
receiver sensitivity requirement;
sample rate conversion;
symmetry-based auto-correlation circuit;
wireless communication stand;
53.
Ontology-based knowledge representation of failure mode and effect analysis on Electric/Electronic Architecture modeling conforming to the ISO 26262
机译:
符合ISO 26262的电气/电子体系结构模型上基于本体的故障模式知识表示和影响分析
作者:
Silitonga Arthur
;
Hillenbrand Martin
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
ISO standards;
automotive electrics;
automotive electronics;
electronic engineering computing;
failure analysis;
fault diagnosis;
ontologies (artificial intelligence);
EEA;
FMEA;
ISO 26262;
abstract models;
automotive systems;
concrete models;
electric-electronic architecture modeling;
failure mode and effect analysis;
meta models;
ontology-based knowledge representation;
Computer architecture;
Hardware;
ISO standards;
Object oriented modeling;
Ontologies;
Organizations;
Software;
Concept Ontology;
Electric/Electronic A;
54.
Prediction of interest for dynamic profile of Twitter user
机译:
对Twitter用户动态个人资料的兴趣预测
作者:
Siswanto Elisafina
;
Khodra Masayu Leylia
;
Dewi Luh Joni Erawati
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
learning (artificial intelligence);
pattern classification;
social networking (online);
Twitter user dynamic profile;
interest prediction;
lexical features;
multilabel classification method;
social network;
supervised learning-based classification;
Accuracy;
Entertainment industry;
Informatics;
Support vector machines;
Testing;
Training data;
Twitter;
Twitter;
classification;
interest;
lexical;
machiney training;
topic;
55.
Finding effective query strings from results of primary search
机译:
从主搜索结果中查找有效的查询字符串
作者:
Teshima Ryota
;
Okabe Masayuki
;
Umemura Kyoji
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
pattern clustering;
query processing;
text analysis;
word processing;
information retrieval;
keyword extraction;
primary search results;
query string finding;
search results cluster;
Actuators;
Computers;
Data mining;
Dictionaries;
Informatics;
Robot sensing systems;
information retrieval;
keyword extraction;
56.
Strain hardening prediction of materials using genetic algorithm and artificial neural network
机译:
基于遗传算法和人工神经网络的材料应变硬化预测
作者:
Susmikanti Mike
;
Sulistyo Jos Budi
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
austenitic stainless steel;
backpropagation;
genetic algorithms;
materials science computing;
molybdenum;
neural nets;
stress-strain relations;
work hardening;
Levenberg-Marquardt;
Mo;
artificial neural network;
austenitic stainless steel;
backpropagation;
cooling process;
genetic algorithm;
materials strain hardening prediction process;
molybdenum;
nuclear engineering;
pressure 0.809 psi to 158255.290 psi;
stress-strain analysis;
Genetic algorithms;
Materials;
Neural networks;
Optimization;
Steel;
Strain;
Stress;
Genetic;
57.
Fuzzy traffic congestion model based on speed and density of vehicle
机译:
基于车辆速度和密度的模糊交通拥堵模型
作者:
Widyantoro Dwi H.
;
Enjat Munajat M.D.
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
mathematics computing;
object detection;
road traffic;
traffic engineering computing;
Matlab fuzzy toolbox;
road occupancy levels;
traffic condition;
traffic congestion levels;
traffic jam;
vehicle density;
vehicle detection;
vehicle movement;
vehicle speed;
Cameras;
Global Positioning System;
Informatics;
Mathematical model;
Real-time systems;
Roads;
Vehicles;
FuzzyTraffic Congestion Model;
Road Occupancy;
Vehicle Movement Measurement;
58.
Distinguishing attack and second preimage attack on Mini-AES CBC-MAC
机译:
对Mini-AES CBC-MAC的区分攻击和第二次原像攻击
作者:
Wulamarisman Cahyo Ramdhani
;
Windarta Susila
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
access protocols;
cryptography;
probability;
birthday paradox;
block cipher;
distinguishing attack;
input modification;
mini AES CBC-MAC;
second preimage attack;
specific MAC algorithm;
success probability;
Ciphers;
Equations;
Informatics;
Message authentication;
Resistance;
Distinguishing attack;
Mini-AES CBC-MAC;
Second preimage attack;
59.
A framework of human emotion recognition using extreme learning machine
机译:
使用极限学习机的人类情感识别框架
作者:
Utama Prasetia
;
Widodo
;
Ajie Hamidillah
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
emotion recognition;
feature extraction;
feedforward neural nets;
image classification;
learning (artificial intelligence);
object detection;
principal component analysis;
wavelet transforms;
ELM;
Gabor wavelet;
HAAR-classifier;
K-NN;
PCA;
SLFN;
SVM;
extreme learning machine;
eye detection;
eyebrow detection;
feature classification;
feature extraction;
human emotion recognition;
learning algorithm;
mouth detection;
single layer feedforward network;
support vector machine;
Emotion recognition;
Face;
Feature extraction;
Imag;
60.
A comparison of fingerprint enhancement algorithms for poor quality fingerprint images
机译:
劣质指纹图像指纹增强算法的比较
作者:
Yusharyahya Kevin Arighi
;
Nugroho Anto Satriyo
;
Purnama James
;
Galsinium Maulahikmah
会议名称:
《2014 International Conference on Advanced Informatics: Concept, Theory and Application》
|
2014年
关键词:
Gabor filters;
fingerprint identification;
frequency-domain analysis;
image enhancement;
Gabor filters;
contextual filtering;
fingerprint enhancement algorithms;
fingerprint feature extraction algorithms;
frequency domain;
image enhancement;
poor quality fingerprint images;
power transformation;
Fingerprint recognition;
Fingers;
Frequency-domain analysis;
Gabor filters;
Image enhancement;
Image matching;
Noise;
biometrics;
fast fourier transforms;
fingerprint recognition;
gabor filters;
image enhancement;
image process;
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