Volume 82

Applied Soft Computing

Volume 82

1

Analysis of temporal pattern, causal interaction and predictive modeling of financial markets using nonlinear dynamics, econometric models and machine learning algorithms

Ghosh, Indranil, Jana, Rabin K., Sanyal, Manas K.

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 4.25 MB

english, 2019

2

Simplified swarm optimization with initialization scheme for dynamic weapon–target assignment problem

Lai, Chyh-Ming, Wu, Tsung-Hua

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 2.60 MB

english, 2019

3

A novel measure of attribute significance with complexity weight

Liu, Jinfu, Bai, Mingliang, Jiang, Na, Yu, Daren

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.15 MB

english, 2019

4

A novel PROMETHEE-based method using a Pythagorean fuzzy combinative distance-based precedence approach to multiple criteria decision making

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 4.01 MB

english, 2019

5

Multi-layer radial basis function neural network based on multi-scale kernel learning

Zhao, Yang, Pei, Jihong, Chen, Hao

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.40 MB

english, 2019

6

A hybrid method for crude oil price direction forecasting using multiple timeframes dynamic time wrapping and genetic algorithm

Deng, Shangkun, Xiang, Youtao, Fu, Zhe, Wang, Mingyue, Wang, Yueren

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.32 MB

english, 2019

7

LAPSO-IM: A learning-based influence maximization approach for social networks

Singh, Shashank Sheshar, Kumar, Ajay, Singh, Kuldeep, Biswas, Bhaskar

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 3.33 MB

english, 2019

8

A context sensitive energy thresholding based 3D Otsu function for image segmentation using human learning optimization

Bhandari, Ashish Kumar, Kumar, Immadisetty Vinod

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 7.10 MB

english, 2019

9

On redundant coverage maximization in wireless visual sensor networks: Evolutionary algorithms for multi-objective optimization

Rangel, Elivelton O., Costa, Daniel G., Loula, Angelo

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.03 MB

english, 2019

10

Inclusion measures of probabilistic linguistic term sets and their application in classifying cities in the Economic Zone of Chengdu Plain

Tang, Ming, Long, Yilu, Liao, Huchang, Xu, Zeshui

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1023 KB

english, 2019

11

Hybrid multiobjective optimization algorithm based on multivariate mean square error and fuzzy decision maker

Gaudêncio, Juliana Helena Daroz, Corrêa, João Éderson, Paes, Vinícius de Carvalho, Campos, Paulo Henrique da Silva, Turrioni, João Batista, Paiva, Anderson Paulo de

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 3.82 MB

english, 2019

12

Uniform parallel machine scheduling with fuzzy processing times under resource consumption constraint

Li, Kai, Chen, Jianfu, Fu, Hong, Jia, Zhaohong, Fu, Weizhong

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 608 KB

english, 2019

13

Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks

Wang, Jingyu, Zhuang, Zirui, Qi, Qi, Li, Tonghong, Liao, Jianxin

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.63 MB

english, 2019

14

Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

Jiang, Ping, Liu, Zhenkun

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 3.35 MB

english, 2019

15

SCHEDA: Lightweight euclidean-like heuristics for anomaly detection in periodic time series

Guigou, Fabio, Collet, Pierre, Parrend, Pierre

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 2.74 MB

english, 2019

16

Prediction interval of wind power using parameter optimized Beta distribution based LSTM model

Yuan, Xiaohui, Chen, Chen, Jiang, Min, Yuan, Yanbin

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 970 KB

english, 2019

17

Capturing the symptoms of malicious code in electronic documents by file’s entropy signal combined with machine learning

Liu, Luping, He, Xiaohai, Liu, Liang, Qing, Lingbo, Fang, Yong, Liu, Jiayong

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 3.60 MB

english, 2019

18

Automatic data-driven operation and optimization of uncertain misalignment by considering mechanical power transmission performances of spiral bevel and hypoid gears

Ding, Han, Tang, Jinyuan, Shao, Wen

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 3.02 MB

english, 2019

19

An expert model for self-care problems classification using probabilistic neural network and feature selection approach

Fatemi Bushehri, S.M.M., Zarchi, Mohsen Sardari

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 1.30 MB

2019

20

Socio-technical smart grid optimization via decentralized charge control of electric vehicles

Pournaras, Evangelos, Jung, Seoho, Yadhunathan, Srivatsan, Zhang, Huiting, Fang, Xingliang

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 2.13 MB

english, 2019

21

A new Neuro-Fuzzy Inference System with Dynamic Neurons (NFIS-DN) for system identification and time series forecasting

Samanta, S., Suresh, S., Senthilnath, J., Sundararajan, N.

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 620 KB

english, 2019

22

Scheduling software updates for connected cars with limited availability

Andrade, Carlos E., Byers, Simon D., Gopalakrishnan, Vijay, Halepovic, Emir, Poole, David J., Tran, Lien K., Volinsky, Christopher T.

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.53 MB

english, 2019

23

Revising recurrent neural networks from a granular perspective

Colace, Francesco, Loia, Vincenzo, Tomasiello, Stefania

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.39 MB

english, 2019

24

A Two-Engine interaction driven many-objective evolutionary algorithm with feasibility-aware adaptation

Ge, Hongwei, Zhao, Mingde, Zhang, Kai, Hou, Yaqing

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 2.69 MB

english, 2019

25

Universal strategy of dynamic subpopulation number management in practical network optimization problems

Przewoźniczek, Michał Witold, Goścień, Róża

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 767 KB

english, 2019

26

A modified neuro-fuzzy classifier and its parallel implementation on modern GPUs for real time intrusion detection

Upasani, Nilam, Om, Hari

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 2.76 MB

english, 2019

27

Video associated cross-modal recommendation algorithm based on deep learning

Yang, Fan, Xie, Hao, Li, Huxiong

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 694 KB

english, 2019

28

Visual question answering via Attention-based syntactic structure tree-LSTM

Liu, Yun, Zhang, Xiaoming, Huang, Feiran, Tang, Xianghong, Li, Zhoujun

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 1.66 MB

english, 2019

29

Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks

Wang, Jingyu, Zhuang, Zirui, Qi, Qi, Li, Tonghong, Liao, Jianxin

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 1.63 MB

2019

30

Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

Jiang, Ping, Liu, Zhenkun

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 3.35 MB

2019

31

SCHEDA: Lightweight euclidean-like heuristics for anomaly detection in periodic time series

Guigou, Fabio, Collet, Pierre, Parrend, Pierre

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 2.74 MB

2019

32

Prediction interval of wind power using parameter optimized Beta distribution based LSTM model

Yuan, Xiaohui, Chen, Chen, Jiang, Min, Yuan, Yanbin

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 970 KB

2019

33

Capturing the symptoms of malicious code in electronic documents by file’s entropy signal combined with machine learning

Liu, Luping, He, Xiaohai, Liu, Liang, Qing, Lingbo, Fang, Yong, Liu, Jiayong

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 3.60 MB

2019

34

Revising recurrent neural networks from a granular perspective

Colace, Francesco, Loia, Vincenzo, Tomasiello, Stefania

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 1.39 MB

2019

35

A Two-Engine interaction driven many-objective evolutionary algorithm with feasibility-aware adaptation

Ge, Hongwei, Zhao, Mingde, Zhang, Kai, Hou, Yaqing

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 2.69 MB

2019

36

Universal strategy of dynamic subpopulation number management in practical network optimization problems

Przewoźniczek, Michał Witold, Goścień, Róża

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 767 KB

2019

37

A modified neuro-fuzzy classifier and its parallel implementation on modern GPUs for real time intrusion detection

Upasani, Nilam, Om, Hari

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 2.76 MB

2019

38

Video associated cross-modal recommendation algorithm based on deep learning

Yang, Fan, Xie, Hao, Li, Huxiong

Journal:

Applied Soft Computing

Year:

2019

File:

PDF, 694 KB

2019

39

Special issue on Neural Information Processing for Optimization and Applications

Huang, Tingwen, El-Alfy, El-Sayed M., Liu, Derong

Journal:

Applied Soft Computing

Year:

2019

Language:

english

File:

PDF, 212 KB

english, 2019

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