Procedia Computer Science

1

Preface: 3rd INNS Conference on Big Data and Deep Learning 2018

Adzkiya, Dieky

Journal:

Year:

2018

Language:

english

File:

PDF, 235 KB

english, 2018

2

A fast and self-adaptive on-line learning detection system

Prasad, Mukesh, Zheng, Ding-Rong, Mery, Domingo, Puthal, Deepak, Sundaram, Suresh, Lin, Chin-Teng

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 832 KB

english, 2018

4

Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference System

Anh, Nguyen, Prasad, Mukesh, Srikanth, Narasimalu, Sundaram, Suresh

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 516 KB

english, 2018

5

Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents

Cipollini, Francesca, Oneto, Luca, Coraddu, Andrea, Savio, Stefano, Anguita, Davide

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 1.26 MB

english, 2018

6

Group Behavior Recognition Based on Dictionary and Hierarchical Learning

Cahyadi H.P, Rudy, Fadlil, Junaidillah, Pao, Hsing-Kuo

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 1.03 MB

english, 2018

7

A Multi-step Nonlinear Dimension-reduction Approach with Applications to Bigdata

Krishnan, R., Samaranayake, V.A., Jagannathan, S.

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 300 KB

english, 2018

8

Direct Error Driven Learning for Deep Neural Networks with Applications to Bigdata

Krishnan, R., Jagannathan, S., Samaranayake, V.A.

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 357 KB

english, 2018

9

Demographics Analysis of Twitter Users who Tweeted on Psychological Articles and Tweets Analysis

Udayakumar, Sajeev, Senadeera, Damith Chamalke, Yamunarani, Selvaraj, Cheon, Na Jin

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 758 KB

english, 2018

10

Context-sensitive normalization of social media text in bahasa Indonesia based on neural word embeddings

Kusumawardani, Renny Pradina, Priansya, Stezar, Atletiko, Faizal Johan

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 668 KB

english, 2018

11

A Darknet Traffic Analysis for IoT Malwares Using Association Rule Learning

Hashimoto, Naoki, Ozawa, Seiichi, Ban, Tao, Nakazato, Junji, Shimamura, Jumpei

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 534 KB

english, 2018

12

Suitable CNN Weight Initialization and Activation Function for Javanese Vowels Classification

Dewa, Chandra Kusuma, Afiahayati,

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 505 KB

english, 2018

13

Training dataset reduction on generative adversarial network

Nuha, Fajar Ulin, Afiahayati,

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 708 KB

english, 2018

14

Big Data Analytics based on PANFIS MapReduce

Za’in, Choiru, Pratama, Mahardhika, Lughofer, Edwin, Ferdaus, Meftahul, Cai, Qing, Prasad, Mukesh

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 468 KB

english, 2018

15

Preliminary study on estimation of 12.7×99 mm caliber projectile motion using Extended Kalman Filter method

Aprilia, Riska, Apriliani, Erna, Nurhadi, Hendro

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 563 KB

english, 2018

16

Preliminary study on estimation of 12.7 x 99 mm caliber projectile motion using Ensemble Kalman Filter method

Agustin, Diah, Apriliani, Erna, Nurhadi, Hendro

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 958 KB

english, 2018

17

Boosting Support Vector Machines for Imbalanced Microarray Data

Wahyu Pratama, Risky Frasetio, Purnami, Santi Wulan, Rahayu, Santi Puteri

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 575 KB

english, 2018

18

Preliminary study on estimation of 12.7 x 99 mm caliber projectile using Unscented Kalman Filter method

B.L, Luh Ayu, Apriliani, Erna, Nurhadi, Hendro

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 972 KB

english, 2018

19

Comparison of Feature Selection Methods to Classify Inhibitors in DUD-E Database

Kuswanto, Heri, Nurhidayah, Renny Yunia, Ohwada, Hayato

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 801 KB

english, 2018

20

Evolution of Abstraction Across Layers in Deep Learning Neural Networks

Kozma, Robert, Ilin, Roman, Siegelmann, Hava T.

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 1.94 MB

english, 2018

21

Visualization of Human Cognitive States Monitored by High-density EEG Arrays

Davis, J.J.J., Kozma, R.

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 1.10 MB

english, 2018

22

Foreign currency exchange rate prediction using neuro-fuzzy systems

Yong, Yoke Leng, Lee, Yunli, Gu, Xiaowei, Angelov, Plamen P, Ngo, David Chek Ling, Shafipour, Elnaz

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 421 KB

english, 2018

23

A New Micro-Batch Approach for Partial Least Square Clusterwise Regression

Gaël, Beck, Hanane, Azzag, Stéphanie, Bougeard, Mustapha, Lebbah, Ndèye, Niang

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 588 KB

english, 2018

24

Roll motion prediction using a hybrid deep learning and ARIMA model

Suhermi, Novri, Suhartono,, Prastyo, Dedy Dwi, Ali, Baharuddin

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 556 KB

english, 2018

25

Customers Segmentation in the Insurance Company (TIC) Dataset

Qadadeh, Wafa, Abdallah, Sherief

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 2.60 MB

english, 2018

26

Harmonic mean similarity based quantum annealing for k-means

Takano, Jo, Omori, Toshiaki

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 9.14 MB

english, 2018

27

Wind Speed Intervals Prediction using Meta-cognitive Approach

Anh, Nguyen, Prasad, Mukesh, Srikanth, Narasimalu, Sundaram, Suresh

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 523 KB

english, 2018

28

Domain Name Recommendation based on Neural Network

Benlamine, Kaoutar, Grozavu, Nistor, Bennani, Younès, Nicoleta, Rogovschi, Haddadou, Kamel, Amamou, Ahmed

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 749 KB

english, 2018

29

Object detection based on particle filter and integration of multiple features

Attamimi, Muhammad, Nagai, Takayuki, Purwanto, Djoko

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 501 KB

english, 2018

30

Detection and classification of vehicles for traffic video analytics

Arinaldi, Ahmad, Pradana, Jaka Arya, Gurusinga, Arlan Arventa

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 1.60 MB

english, 2018

31

Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting

Suhartono,, Suhermi, Novri, Prastyo, Dedy Dwi

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 465 KB

english, 2018

32

Online video streaming for human tracking based on weighted resampling particle filter

Prasad, Mukesh, Chang, Liang-Cheng, Gupta, Deepak, Pratama, Mahardhika, Sundaram, Suresh, Lin, Chin-Teng

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 1.41 MB

english, 2018

33

On the use of binary stochastic autoencoders for multi-label classification under the zero-one loss

Lecoeuche, Denis, Aussem, Alex, Gasse, Maxime

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 328 KB

english, 2018

34

Topological multi-view clustering for collaborative filtering

Falih, Issam, Grozavu, Nistor, Kanawati, Rushed, Bennani, Younès

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 612 KB

english, 2018

35

Traffic Congestion Detection: Learning from CCTV Monitoring Images using Convolutional Neural Network

Kurniawan, Jason, Syahra, Sensa G.S., Dewa, Chandra K., Afiahayati,

Journal:

Procedia Computer Science

Year:

2018

Language:

english

File:

PDF, 860 KB

english, 2018

36

Online video streaming for human tracking based on weighted resampling particle filter

Prasad, Mukesh, Chang, Liang-Cheng, Gupta, Deepak, Pratama, Mahardhika, Sundaram, Suresh, Lin, Chin-Teng

Journal:

Procedia Computer Science

Year:

2018

File:

PDF, 1.41 MB

2018

37

Topological multi-view clustering for collaborative filtering

Falih, Issam, Grozavu, Nistor, Kanawati, Rushed, Bennani, Younès

Journal:

Procedia Computer Science

Year:

2018

File:

PDF, 612 KB

2018

Volume 144

Preface: 3rd INNS Conference on Big Data and Deep Learning 2018

Table of Contents

A fast and self-adaptive on-line learning detection system

Wave Forecasting using Meta-cognitive Interval Type-2 Fuzzy Inference System

Unintrusive Monitoring of Induction Motors Bearings via Deep Learning on Stator Currents

Group Behavior Recognition Based on Dictionary and Hierarchical Learning

A Multi-step Nonlinear Dimension-reduction Approach with Applications to Bigdata

Direct Error Driven Learning for Deep Neural Networks with Applications to Bigdata

Demographics Analysis of Twitter Users who Tweeted on Psychological Articles and Tweets Analysis

Context-sensitive normalization of social media text in bahasa Indonesia based on neural word embeddings

A Darknet Traffic Analysis for IoT Malwares Using Association Rule Learning

Suitable CNN Weight Initialization and Activation Function for Javanese Vowels Classification

Training dataset reduction on generative adversarial network

Big Data Analytics based on PANFIS MapReduce

Preliminary study on estimation of 12.7×99 mm caliber projectile motion using Extended Kalman Filter method

Preliminary study on estimation of 12.7 x 99 mm caliber projectile motion using Ensemble Kalman Filter method

Boosting Support Vector Machines for Imbalanced Microarray Data

Preliminary study on estimation of 12.7 x 99 mm caliber projectile using Unscented Kalman Filter method

Comparison of Feature Selection Methods to Classify Inhibitors in DUD-E Database

Evolution of Abstraction Across Layers in Deep Learning Neural Networks

Visualization of Human Cognitive States Monitored by High-density EEG Arrays

Foreign currency exchange rate prediction using neuro-fuzzy systems

A New Micro-Batch Approach for Partial Least Square Clusterwise Regression

Roll motion prediction using a hybrid deep learning and ARIMA model

Customers Segmentation in the Insurance Company (TIC) Dataset

Harmonic mean similarity based quantum annealing for k-means

Wind Speed Intervals Prediction using Meta-cognitive Approach

Domain Name Recommendation based on Neural Network

Object detection based on particle filter and integration of multiple features

Detection and classification of vehicles for traffic video analytics

Design of Experiment to Optimize the Architecture of Deep Learning for Nonlinear Time Series Forecasting

Online video streaming for human tracking based on weighted resampling particle filter

On the use of binary stochastic autoencoders for multi-label classification under the zero-one loss

Topological multi-view clustering for collaborative filtering

Traffic Congestion Detection: Learning from CCTV Monitoring Images using Convolutional Neural Network

Online video streaming for human tracking based on weighted resampling particle filter

Topological multi-view clustering for collaborative filtering