APIN - 2019 - volume 49 论文列表 |
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Volume 49, Number 12, December 2019
Ronghui Wu Qing Li Xiangtao Chen
Student-t policy in reinforcement learning to acquire global optimum of robot control. Facial expression recognition sensing the complexity of testing samples.
Tian-Yuan Chang Huihui Li Guihua Wen Yang Hu Jiajiong Ma
An effective asynchronous framework for small scale reinforcement learning problems.Shifei Ding Xingyu Zhao Xinzheng Xu Tongfeng Sun Weikuan Jia
Brain storm optimization for feature selection using new individual clustering and updating mechanism.Wan-qiu Zhang Yong Zhang Chao Peng
Single image dehazing using gradient channel prior.Dilbag Singh Vijay Kumar Manjit Kaur
An efficient regularized K-nearest neighbor structural twin support vector machine. Feature selection for intrusion detection using new multi-objective estimation of distribution algorithms. Epsilon-nonparallel support vector regression.Miguel Carrasco Julio López Sebastián Maldonado
A new asynchronous reinforcement learning algorithm based on improved parallel PSO.Shifei Ding Wei Du Xingyu Zhao Lijuan Wang Weikuan Jia
An unsupervised strategy for defending against multifarious reputation attacks.Xin Wang Shu-juan Ji Yongquan Liang Ho-fung Leung Dickson K. W. Chiu
Discovering varying patterns of Normal and interleaved ADLs in smart homes.Mahsa Raeiszadeh Hooman Tahayori Andrea Visconti
Detecting facial emotions using normalized minimal feature vectors and semi-supervised twin support vector machines classifier.Manoj Kumar Prabhakaran Manoj Kumar Rajagopal
A distributed group recommendation system based on extreme gradient boosting and big data technologies.Badr Ait Hammou Ayoub Ait Lahcen Salma Mouline
Robust multi-objective multi-humanoid robots task allocation based on novel hybrid metaheuristic algorithm. Multiparametric similarity measures on Pythagorean fuzzy sets with applications to pattern recognition. A new hybrid feature selection based on multi-filter weights and multi-feature weights.Volume 49, Number 11, November 2019
Chun-Hui Lin Shyh-Hau Wang Cheng-Jian Lin
Fuzzy rule-based classification system using multi-population quantum evolutionary algorithm with contradictory rule reconstruction.Yuxian Zhang Xiao-Yi Qian Jianhui Wang Mohammed Gendeel
Discovery of user-item subgroups via genetic algorithm for effective prediction of ratings in collaborative filtering.Ayangleima Laishram Vineet Padmanabhan
A novel coral reefs optimization algorithm for materialized view selection in data warehouse environments.Hossein Azgomi Mohammad Karim Sohrabi
Adaptive deep Q-learning model for detecting social bots and influential users in online social networks.Greeshma Lingam Rashmi Ranjan Rout Durvasula V. L. N. Somayajulu
Optimal data fusion based on information quality function.Shuang Liang Xinyang Deng Wen Jiang
A multi-perspective architecture for high-speed train fault diagnosis based on variational mode decomposition and enhanced multi-scale structure.Yunpu Wu Weidong Jin Junxiao Ren Zhang Sun
Aggregation framework for TSK fuzzy and association rules: interpretability improvement on a traffic accidents case.Sandra Nemet Dragan Kukolj Gordana Ostojic Stevan Stankovski Dragan Jovanovic
Learning multi-view deep and shallow features through new discriminative subspace for bi-subject and tri-subject kinship verification.Oualid Laiadi Abdelmalik Ouamane Abdelhamid Benakcha Abdelmalik Taleb-Ahmed Abdenour Hadid
A recurrent TSK interval type-2 fuzzy neural networks control with online structure and parameter learning for mobile robot trajectory tracking.Aissa Bencherif Fatima Chouireb
Research on scale adaptive particle filter tracker with feature integration. A discrete cooperatively coevolving particle swarm optimization algorithm for combinatorial double auctions. A robust interactive entertainment robot for robot magic performances.Kyle John Morris Vladyslav Samonin Jacky Baltes John Anderson Meng Cheng Lau
A spatio-semantic approach to reasoning about agricultural processes.Henning Deeken Thomas Wiemann Joachim Hertzberg
Do news and sentiment play a role in stock price prediction?Bruce James Vanstone Adrian Gepp Geoff Harris
Closed-loop push recovery for inexpensive humanoid robots.Amirhossein Hosseinmemar Jacky Baltes John Anderson Meng Cheng Lau Chi Fung Lun Ziang Wang
Hybrid generative discriminative approaches based on Multinomial Scaled Dirichlet mixture models.Volume 49, Number 10, October 2019
Chia-Chi Wu Yen-Liang Chen Kwei Tang
An exploratory rollout policy for imagination-augmented agents.Peng Liu Yingnan Zhao Wei Zhao Xianglong Tang Zichan Yang
EM-FGS: Graph sparsification via faster semi-metric edges pruning.Batjargal Dolgorsuren Kifayat-Ullah Khan Young-Koo Lee
An efficient approach for measuring semantic relatedness using Wikipedia bidirectional links.Xinhua Zhu Qingsong Guo Bo Zhang Fei Li
Personalized location recommendation using mobile phone usage information.Hongyu Shi Ling Chen Zhenxing Xu Dandan Lyu
A new dual weights optimization incremental learning algorithm for time series forecasting. A novel quantum inspired algorithm for sparse fuzzy cognitive maps learning.Mojtaba Kolahdoozi Abdollah Amirkhani Mohammad Hassan Shojaeefard Ajith Abraham
A fission-fusion hybrid bare bones particle swarm optimization algorithm for single-objective optimization problems. Sparse large-margin nearest neighbor embedding via greedy dyad functional optimization. An improved regularization based Lagrangian asymmetric ν-twin support vector regression using pinball loss function. A normalized projection-based group decision-making method with heterogeneous decision information and application to software development effort assessment. An effective image classification method for shallow densely connected convolution networks through squeezing and splitting techniques.Changan Yuan Yong Wu Xiao Qin Shaojie Qiao Yonghua Pan Ping Huang Dunhu Liu Nan Han
Neural variational matrix factorization for collaborative filtering in recommendation systems. A hybrid particle swarm optimization with a variable neighborhood search for the localization enhancement in wireless sensor networks. Multi-objective fixed-charge solid transportation problem with product blending under intuitionistic fuzzy environment. A new collaborate neuro-dynamic framework for solving convex second order cone programming problems with an application in multi-fingered robotic hands. MeasApplInt - a novel intelligence metric for choosing the computing systems able to solve real-life problems with a high intelligence.Volume 49, Number 9, September 2019
Juan Carlos Fernández Mariano Carbonero-Ruz Pedro Antonio Gutiérrez César Hervás-Martínez
A spatial and temporal features mixture model with body parts for video-based person re-identification.Jie Liu Cheng Sun Xiang Xu Baomin Xu Shuangyuan Yu
A new bio inspired technique based on octopods for spam filtering.Miloud Aboubakeur El Sadek Mokri Reda Mohamed Hamou Abdelmalek Amine
Histopathological image classification using enhanced bag-of-feature with spiral biogeography-based optimization. Two-time scale learning automata: an efficient decision making mechanism for stochastic nonlinear resource allocation.Anis Yazidi Hugo Lewi Hammer Tore Møller Jonassen
Decision support system for arrhythmia prediction using convolutional neural network structure without preprocessing. A discrete gravitational search algorithm for the blocking flow shop problem with total flow time minimization.Fuqing Zhao Feilong Xue Yi Zhang Weimin Ma Chuck Zhang Houbin Song
SAAGs: Biased stochastic variance reduction methods for large-scale learning.Vinod Kumar Chauhan Anuj Sharma Kalpana Dahiya
Low-time complexity and low-cost binary particle swarm optimization algorithm for task scheduling and load balancing in cloud computing.Jean Pepe Buanga Mapetu Zhen Chen Lingfu Kong
A study on the role of flexible preferences in group recommendations.Sriharsha Dara C. Ravindranath Chowdary
Enhancing sentence embedding with dynamic interaction.Jinsong Xie Yongjun Li Qiwei Sun Yi Lin
Multimodal data fusion framework based on autoencoders for top-N recommender systems.Felipe L. A. Conceiç ao Flávio L. C. Pádua Anísio Lacerda Adriano César Machado Pereira Daniel Hasan Dalip
On entropy function and reliability indicator for D numbers.Jun Xia Yuqiang Feng Luning Liu Dongjun Liu Liguo Fei
An intelligent intrusion detection system.Nevrus Kaja Adnan Shaout Di Ma
Incremental regularized Data Density-Based Clustering neural networks to aid in the construction of effort forecasting systems in software development.Paulo Vitor de Campos Souza Augusto Junio Guimarães Vanessa Souza Araujo Thiago Silva Rezende Vinicius Jonathan Silva Araujo
A novel shot boundary detection system using hybrid optimization technique.Saptarshi Chakraborty Dalton Meitei Thounaojam
Graph-based dynamic ensemble pruning for facial expression recognition.Danyang Li Guihua Wen Xu Li Xianfa Cai
A regularized approach for supervised multi-view multi-manifold learning from unlabeled data.Faraein Aeini Amir-Masoud Eftekhari-Moghadam Fariborz Mahmoudi
Intelligent scheduling with deep fusion of hardware-software energy-saving principles for greening stochastic nonlinear heterogeneous super-systems.Volume 49, Number 8, August 2019
Pengfei Zhang Zhijun Zhang Tian Tian Yigui Wang
EnSWF: effective features extraction and selection in conjunction with ensemble learning methods for document sentiment classification.Jawad Khan Aftab Alam Jamil Hussain Young-Koo Lee
Multi-view learning with fisher kernel and bi-bagging for imbalanced problem.Zhe Wang Yiwen Zhu Zhaozhi Chen Jing Zhang Wenli Du
A quantum-inspired sentiment representation model for twitter sentiment analysis.Yazhou Zhang Dawei Song Peng Zhang Xiang Li Panpan Wang
Learning representative features via constrictive annular loss for image classification.Jun-Bo Liu Ya-Ping Huang Qi Zou Sheng-Chun Wang
A projection wavelet weighted twin support vector regression and its primal solution.Lidong Wang Chuang Gao Nannan Zhao Xuebo Chen
Unsupervised privacy-enhancement of face representations using similarity-sensitive noise transformations.Philipp Terhörst Naser Damer Florian Kirchbuchner Arjan Kuijper
Feature selection for multi-label learning with missing labels.Chenxi Wang Yaojin Lin Jinghua Liu
Bidirectional LSTM Malicious webpages detection algorithm based on convolutional neural network and independent recurrent neural network.Huan-huan Wang Long Yu Shengwei Tian Yong-fang Peng Xin-jun Pei
A hybrid modelling method for time series forecasting based on a linear regression model and deep learning.Wenquan Xu Hui Peng Xiaoyong Zeng Feng Zhou Xiaoying Tian Xiaoyan Peng
Applying uncertain frequent pattern mining to improve ranking of retrieved images.Madiha Liaqat Sharifullah Khan Muhammad Shahzad Younis Muhammad Majid Kashif Rajpoot
Research on CTR prediction based on stacked autoencoder.Qianqian Wang Fang&aposai Liu Shuning Xing Xiaohui Zhao
Sample awareness-based personalized facial expression recognition. The MBPEP: a deep ensemble pruning algorithm providing high quality uncertainty prediction.Ruihan Hu Qijun Huang Sheng Chang Hao Wang Jin He
MCDMSR: multicriteria decision making selection/replacement based on agility strategy for real optimization problems.Hongguang Zhang Rui Wang Huajian Liu Han Luo Yuanan Liu
Replay and key-events detection for sports video summarization using confined elliptical local ternary patterns and extreme learning machine.Ali Javed Aun Irtaza Yasmeen Khaliq Hafiz Malik Muhammad Tariq Mahmood
A filter-based bare-bone particle swarm optimization algorithm for unsupervised feature selection.Yong Zhang Hai-Gang Li Qing Wang Chao Peng
A novel multi-step reinforcement learning method for solving reward hacking.Yinlong Yuan Zhu Liang Yu Zhenghui Gu Xiaoyan Deng Yuanqing Li
A grouping particle swarm optimizer.Xiaorong Zhao Yuren Zhou Yi Xiang
Fraud detection for job placement using hierarchical clusters-based deep neural networks.Jeongrae Kim Han-joon Kim Hyoungrae Kim
A novel multi-featured metric for adaptive routing in mobile ad hoc networks.Songul Hasdemir Selim Yilmaz Sevil Sen
Ensemble classification for imbalanced data based on feature space partitioning and hybrid metaheuristics.Pedro López-García Antonio D. Masegosa Eneko Osaba Enrique Onieva Asier Perallos
Volume 49, Number 7, July 2019
Eftychios Protopapadakis Athanasios Voulodimos Anastasios Doulamis Nikolaos Doulamis Tania Stathaki
Hierarchical feature extraction based on discriminant analysis. Level-2 node clustering coefficient-based link prediction.Ajay Kumar Shashank Sheshar Singh Kuldeep Singh Bhaskar Biswas
A new hybrid approach for intrusion detection using machine learning methods. Optimizing restricted Boltzmann machine learning by injecting Gaussian noise to likelihood gradient approximation. On solving the SPL problem using the concept of probability flux.Asieh Abolpour Mofrad Anis Yazidi Hugo Lewi Hammer
A reversed node ranking approach for influence maximization in social networks.Xiaobin Rui Fanrong Meng Zhixiao Wang Guan Yuan
Consistent fuzzy preference relation with geometric Bonferroni mean: a fused preference method for assessing the quality of life.Fatin Mimi Anira Alias Lazim Abdullah Xunjie Gou Huchang Liao Enrique Herrera-Viedma
Sparse modified marginal fisher analysis for facial expression recognition.Zhe Wang Li Zhang Bangjun Wang
RAMD: registry-based anomaly malware detection using one-class ensemble classifiers. Distributed representations based collaborative filtering with reviews. A novel hybrid algorithm based on PSO and FOA for target searching in unknown environments.Hongwei Tang Wei Sun Hongshan Yu Anping Lin Min Xue Yuxue Song
Nested probabilistic-numerical linguistic term sets in two-stage multi-attribute group decision making.Xinxin Wang Zeshui Xu Xunjie Gou
A fuzzy clustering ensemble based on cluster clustering and iterative Fusion of base clusters.Musa Mojarad Samad Nejatian Hamid Parvin Majid Mohammadpoor
Generalized vertex cover using chemical reaction optimization.Md. Rafiqul Islam Imran Hossain Arif Rifat Hasan Shuvo
Sparse semi-autoencoders to solve the vanishing information problem in multi-layered neural networks.Ryotaro Kamimura Haruhiko Takeuchi
A motion-aware ConvLSTM network for action recognition. The color quantization problem solved by swarm-based operations. User profile as a bridge in cross-domain recommender systems for sparsity reduction.Ashish Kumar Sahu Pragya Dwivedi
KnRVEA: A hybrid evolutionary algorithm based on knee points and reference vector adaptation strategies for many-objective optimization. Effective use of convolutional neural networks and diverse deep supervision for better crowd counting. Interactive machine learning: experimental evidence for the human in the algorithmic loop - A case study on Ant Colony Optimization.Andreas Holzinger Markus Plass Michael D. Kickmeier-Rust Katharina Holzinger Gloria Cerasela Crisan Camelia-Mihaela Pintea Vasile Palade
Volume 49, Number 6, June 2019
Xijiong Xie Huahui Chen Jiangbo Qian
Ensemble OS-ELM based on combination weight for data stream classification.Haiyang Yu Xiaoying Sun Jian Wang
Selfish herds optimization algorithm with orthogonal design and information update for training multi-layer perceptron neural network.Ruxin Zhao Yongli Wang Peng Hu Hamed Jelodar Chi Yuan Yanchao Li Isma Masood Mahdi Rabbani
Trajectory similarity clustering based on multi-feature distance measurement.Qingying Yu Yonglong Luo Chuanming Chen Shigang Chen
All-in-one multicategory Ramp loss maximum margin of twin spheres support vector machine.Sijie Lu Huiru Wang Zhijian Zhou
Fast 6D object pose refinement in depth images. A self-organizing map based hybrid chemical reaction optimization algorithm for multiobjective optimization. A radial basis probabilistic process neural network model and corresponding classification algorithm.Kun Liu Shaohua Xu Naidan Feng
Variable Length IPO and its application in concurrent design and train of ANFIS systems.Amir Soltany Mahboob Seyed Hamid Zahiri
Unsupervised deep neuron-per-neuron hashing.Sanaa Chafik Mounim A. El-Yacoubi Imane Daoudi Hamid El Ouardi
Three dimensional path planning using Grey wolf optimizer for UAVs.Ram Kishan Dewangan Anupam Shukla W. Wilfred Godfrey
Book search using social information, user profiles and query expansion with Pseudo Relevance Feedback.Ritesh Kumar Bhanodai Guggilla Rajendra Pamula
Principal component analysis based on block-norm minimization.Jian-Xun Mi Quanwei Zhu Jia Lu
Adaptive local learning regularized nonnegative matrix factorization for data clustering.Yongpan Sheng Meng Wang Tianxing Wu Han Xu
Community-based influence maximization for viral marketing.Huimin Huang Hong Shen Zaiqiao Meng Huajian Chang Huaiwen He
A multi-objective bat algorithm for community detection on dynamic social networks. Taxonomy-aware collaborative denoising autoencoder for personalized recommendation.Chunhong Zhang Tiantian Li Zhibin Ren Zheng Hu Yang Ji
Group influence based improved firefly algorithm for Design Space Exploration of Datapath resource allocation.Shathanaa Rajmohan Ramasubramanian Natarajan
Reinforced cuckoo search algorithm-based multimodal optimization.Kalaipriyan Thirugnanasambandam Sourabh Prakash Venkatesan Subramanian Pothula Sujatha Vengattaraman Thirumal
Merging user social network into the random walk model for better group recommendation.Shanshan Feng Huaxiang Zhang Jian Cao Yan Yao
Identification of uncertainty and decision boundary for SVM classification training using belief function. Learning multi-temporal-scale deep information for action recognition.Volume 49, Number 5, May 2019
Alan Lopez-Martinez Francisco J. Cuevas
A hybrid whale optimization algorithm based on modified differential evolution for global optimization problems. Dynamic bicycle scheduling problem based on short-term demand prediction. Mrmr+ and Cfs+ feature selection algorithms for high-dimensional data. A social recommender system using deep architecture and network embedding. Multimodal correlation deep belief networks for multi-view classification.Nan Zhang Shifei Ding Hongmei Liao Weikuan Jia
A novel dynamic assignment rule for the distributed job shop scheduling problem using a hybrid ant-based algorithm.Imen Chaouch Olfa Belkahla Driss Khaled Ghédira
An improved genetic algorithm for numerical function optimization.Yingying Song Fulin Wang Xinxin Chen
Novel self-adaptive routing service algorithm for application in VANET.De-gan Zhang Ting Zhang Xiaohuan Liu
A directional crossover (DX) operator for real parameter optimization using genetic algorithm.Amit Kumar Das Dilip Kumar Pratihar
Improving the performance of the lip identification through the use of shape correction.Carlos M. Travieso Antonio G. Ravelo-García Jesús B. Alonso José M. Canino-Rodríguez Malay Kishore Dutta
Sophisticated SOM based genetic operators in multi-objective clustering framework.Naveen Saini Sriparna Saha Aditya Harsh Pushpak Bhattacharyya
Adaptive infinite impulse response system identification using teacher learner based optimization algorithm.Sandeep Singh Alaknanda Ashok Manjeet Kumar Tarun Kumar Rawat
Challenging situations for background subtraction algorithms.Silvio Ricardo Rodrigues Sanches Claiton de Oliveira Antonio Carlos Sementille Valdinei Freire
Dynamic brain functional parcellation via sliding window and artificial bee colony algorithm.Xuewu Zhao Junzhong Ji Xing Wang
Elite fuzzy clustering ensemble based on clustering diversity and quality measures.Ali Bagherinia Behrooz Minaei-Bidgoli Mehdi Hossinzadeh Hamid Parvin
Sparse and low-rank representation for multi-label classification. Improved whale optimization algorithm for feature selection in Arabic sentiment analysis.Mohammad Tubishat Mohammad A. M. Abushariah Norisma Idris Ibrahim Aljarah
Large-margin learning of Cox proportional hazard models for survival analysis. Support vector regression with modified firefly algorithm for stock price forecasting.Jun Zhang Yu-Fan Teng Wei Chen
SCSA: Evaluating skyline queries in incomplete data.Yonis Gulzar Ali Amer Alwan Radhwan Mohamed Abdullah Qin Xin Marwa B. Swidan
Autonomous and connected intersection crossing traffic management using discrete-time occupancies trajectory.Volume 49, Number 4, April 2019
Soft voting technique to improve the performance of global filter based feature selection in text corpus.
Deepak Agnihotri Kesari Verma Priyanka Tripathi Bikesh Kumar Singh
Hybridization of feature selection and feature weighting for high dimensional data.Dalwinder Singh Birmohan Singh
Solving multiobjective random interval programming problems by a capable neural network framework.Ziba Arjmandzadeh Alireza Nazemi Mohammadreza Safi
A machine learning attack against variable-length Chinese character CAPTCHAs.Xing Wu Shuji Dai Yike Guo Hamido Fujita
Optimal generation scheduling and dispatch of thermal generating units considering impact of wind penetration using hGWO-RES algorithm.Ashutosh Bhadoria Vikram Kumar Kamboj
GSP: an automatic programming technique with gravitational search algorithm.Afsaneh Mahanipour Hossein Nezamabadi-pour
Inverse discounted-based LQR algorithm for learning human movement behaviors.Haitham El-Hussieny Jee-Hwan Ryu
Model selection and application to high-dimensional count data clustering - via finite EDCM mixture models. Improved network community detection using meta-heuristic based label propagation.Ba-Dung Le Hong Shen Hung X. Nguyen Nickolas J. G. Falkner
relf: robust regression extended with ensemble loss function.Hamideh Hajiabadi Reza Monsefi Hadi Sadoghi Yazdi
A hybrid prediction approach for road tunnel traffic based on spatial-temporary data fusion. A new quantile tracking algorithm using a generalized exponentially weighted average of observations.Hugo Lewi Hammer Anis Yazidi Håvard Rue
Text detection and localization in natural scene images based on text awareness score.Rituraj Soni Bijendra Kumar Satish Chand
A comprehensive study of phase based optimization algorithm on global optimization problems and its applications. Multilinear Enhanced Fisher Discriminant Analysis for robust multimodal 2D and 3D face verification.Mohcene Bessaoudi Mebarka Belahcene Abdelmalik Ouamane Ammar Chouchane Salah Bourennane
Grey wolf optimization algorithm for facial image super-resolution.Shyam Singh Rajput Vijay Kumar Bohat K. V. Arya
Emergent spatio-temporal multimodal learning using a developmental network. Bacterial foraging optimization based on improved chemotaxis process and novel swarming strategy.Bao Pang Yong Song Chengjin Zhang Hongling Wang Runtao Yang
Evolutionary based ensemble framework for realizing transfer learning in HIV-1 Protease cleavage sites prediction.Deepak Singh Pradeep Singh Dilip Singh Sisodia
Joint neighborhood entropy-based gene selection method with fisher score for tumor classification.Lin Sun Xiaoyu Zhang Yu-Hua Qian Jiucheng Xu Shiguang Zhang Yun Tian
FGCH: a fast and grid based clustering algorithm for hybrid data stream. Hiding sensitive itemsets without side effects.Volume 49, Number 3, March 2019
Han Xie Yunfan Chen Hyunchul Shin
ERR.Rank: An algorithm based on learning to rank for direct optimization of Expected Reciprocal Rank. A new method for feature selection based on intelligent water drops.Mohammad Hossein Khosravi Parsa Bagherzadeh
Ensemble based fuzzy weighted extreme learning machine for gene expression classification.Yang Wang Anna Wang Qing Ai Haijing Sun
A new block matching algorithm based on stochastic fractal search.Abir Betka Nadjiba Terki Abida Toumi Madina Hamiane Amina Ourchani
Improving lazy decision tree for imbalanced classification by using skew-insensitive criteria. Multiobjective optimal control for wastewater treatment process using adaptive MOEA/D. TKEH: an efficient algorithm for mining top-k high utility itemsets.Kuldeep Singh Shashank Sheshar Singh Ajay Kumar Bhaskar Biswas
Improving awareness in early stages of security analysis: A zone partition method based on GrC.Hamido Fujita Angelo Gaeta Vincenzo Loia Francesco Orciuoli
A chaotic teaching learning based optimization algorithm for clustering problems.Yugal Kumar Pradeep Kumar Singh
A novel hybrid score level and decision level fusion scheme for cancelable multi-biometric verification. On repeated stackelberg security game with the cooperative human behavior model for wildlife protection.Binru Wang Yuan Zhang Zhi-Hua Zhou Sheng Zhong
A computer-aided diagnosis system using Tchebichef features and improved grey wolf optimized extreme learning machine.Figlu Mohanty Suvendu Rup Bodhisattva Dash Banshidhar Majhi M. N. S. Swamy
Transfer of learning with the co-evolutionary decomposition-based algorithm-II: a realization on the bi-level production-distribution planning system. An improved firework algorithm for hardware/software partitioning.Tao Zhang Qianyu Yue Xin Zhao Ganjun Liu
Design of fuzzy radial basis function neural network classifier based on information data preprocessing for recycling black plastic wastes: comparative studies of ATR FT-IR and Raman spectroscopy.Jong-Soo Bae Sung-Kwun Oh Witold Pedrycz Zunwei Fu
Influence maximization on signed networks under independent cascade model.Wei Liu Xin Chen Byeungwoo Jeon Ling Chen Bolun Chen
A study on novel filtering and relationship between input-features and target-vectors in a deep learning model for stock price prediction.Yoojeong Song Jae Won Lee Jongwoo Lee
Feature selection based on conditional mutual information: minimum conditional relevance and minimum conditional redundancy.Hongfang Zhou Yao Zhang Yingjie Zhang Hongjiang Liu
Adaptive illumination normalization via adaptive illumination preprocessing and modified weber-face.Jianwen Chen Zhen Zeng Rumin Zhang Wenyi Wang Yao Zheng Kun Tian
Content-aware point-of-interest recommendation based on convolutional neural network.Shuning Xing Fang&aposai Liu Qianqian Wang Xiaohui Zhao Tianlai Li
Programming model-based method for ranking objects from group decision making with interval-valued hesitant fuzzy preference relations.Volume 49, Number 2, February 2019
Weiwei Zhang Kui Gao Weizheng Zhang Xiao Wang Qiuwen Zhang Hua Wang
Knowledge acquisition and decision making based on Bayes risk minimization method.Mingliang Suo Zhiping Zhang Ying Chen Ruoming An Shunli Li
Quantum-inspired cuckoo co-search algorithm for no-wait flow shop scheduling.Haihong Zhu Xuemei Qi Fulong Chen Xin He Linfeng Chen Ziyang Zhang
Traffic sign detection based on visual co-saliency in complex scenes.Lingli Yu Xumei Xia Kaijun Zhou
A solution methodology for carpooling systems based on double auctions and cooperative coevolutionary particle swarms.Fu-Shiung Hsieh Fu-Min Zhan Yi-Hong Guo
Finding the most influential product under distribution constraints through dominance tests. Link prediction on signed social networks based on latent space mapping.Shensheng Gu Ling Chen Bin Li Wei Liu Bolun Chen
A fast divisive community detection algorithm based on edge degree betweenness centrality.Majid Arasteh Somayeh Alizadeh
Parallel heuristic local search algorithm on OTIS hyper hexa-cell and OTIS mesh of trees optoelectronic architectures.Aryaf Al-Adwan Ahmad Abdel-Aziz Sharieh Basel A. Mahafzah
Multi-view uncorrelated discriminant analysis via dependence maximization.Xin Shu Peisen Yuan Haiyan Jiang Darong Lai
Differential evolution algorithm directed by individual difference information between generations and current individual information.Li Tian Zhichao Li Xuefeng Yan
A differential evolution algorithm with dual preferred learning mutation.Meijun Duan Hongyu Yang Hong Liu Junyi Chen
E-ENDPP: a safe feature selection rule for speeding up Elastic Net.Yitian Xu Ying Tian Xianli Pan Hongmei Wang
Applications of asynchronous deep reinforcement learning based on dynamic updating weights.Xingyu Zhao Shifei Ding Yuexuan An Weikuan Jia
An improved adaptive NSGA-II with multi-population algorithm.Zhibiao Zhao Bin Liu Chunran Zhang Haoran Liu
Dynamic weighted ensemble classification for credit scoring using Markov Chain.Xiaodong Feng Zhi Xiao Bo Zhong Yuanxiang Dong Jing Qiu
A meta extreme learning machine method for forecasting financial time series.César Fernández Luis Salinas Claudio E. Torres
Surrogate model assisted cooperative coevolution for large scale optimization.Zhigang Ren Bei Pang Muyi Wang Zuren Feng Yongsheng Liang An Chen Yipeng Zhang
A robust correlation coefficient measure of complex intuitionistic fuzzy sets and their applications in decision-making. SPPC: a new tree structure for mining erasable patterns in data streams.Tuong Le Bay Vo Philippe Fournier-Viger Mi Young Lee Sung Wook Baik
Formulation of a hybrid expertise retrieval system in community question answering services.Dipankar Kundu Deba Prasad Mandal
Bibliometric analysis on the evolution of applied intelligence.Dejian Yu Zeshui Xu Hamido Fujita
Stochastic trust network enriched by similarity relations to enhance trust-aware recommendations.Mina Ghavipour Mohammad Reza Meybodi
OLAP cube partitioning based on association rules method.Khadija Letrache Omar El Beggar Mohammed Ramdani
A new gradient-based neural dynamic framework for solving constrained min-max optimization problems with an application in portfolio selection models.Alireza Nazemi Marziyeh Mortezaee
Trainable back-propagated functional transfer matrices.Chenghao Cai Yanyan Xu Dengfeng Ke Kaile Su Jing Sun
Chemical reaction optimization for RNA structure prediction. Enhanced particle swarm optimization with multi-swarm and multi-velocity for optimizing high-dimensional problems.Yong Ning Zishun Peng Yuxing Dai Daqiang Bi Jun Wang
Cloud robot: semantic map building for intelligent service task. Lagrangian supervised and semi-supervised extreme learning machine.Volume 49, Number 1, January 2019
Jun Ou Yujian Li Chengkai Shen
Single image super-resolution using a polymorphic parallel CNN.Kai Zeng Shifei Ding Weikuan Jia
HWPSO: A new hybrid whale-particle swarm optimization algorithm and its application in electronic design optimization problems.Naushad Manzoor Laskar Koushik Guha Indronil Chatterjee Saurav Chanda Krishna Lal Baishnab Prashanta Kumar Paul
Causal inference and Bayesian network structure learning from nominal data.Guiming Luo Boxu Zhao Shiyuan Du
Nature-inspired approach: a wind-driven water wave optimization algorithm.Jinzhong Zhang Yongquan Zhou Qifang Luo
Chemical reaction optimization for virtual machine placement in cloud computing.Zhiyong Li Yang Li Tingkun Yuan ShaoMiao Chen Shilong Jiang
Utilizing structured knowledge bases in open IE based event template extraction.Ade Romadhony Dwi H. Widyantoro Ayu Purwarianti
Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection.Gehad Ismail Sayed Alaa Tharwat Aboul Ella Hassanien
Neural-fuzzy with representative sets for prediction of student performance. A novel mapreduce algorithm for distributed mining of sequential patterns using co-occurrence information.Sumalatha Saleti R. B. V. Subramanyam
Hybrid attribute based sentiment classification of online reviews for consumer intelligence.Barkha Bansal Sangeet Srivastava
Image super-resolution with densely connected convolutional networks.Ping Kuang Tingsong Ma Ziwei Chen Fan Li
A L1 based probabilistic merging algorithm and its application to statistical matching.Marco Baioletti Andrea Capotorti
Bayesian model averaging for river flow prediction. Generalized logical operations among conditional events.Angelo Gilio Giuseppe Sanfilippo
GMMA: GPU-based multiobjective memetic algorithms for vehicle routing problem with route balancing.Zizhen Zhang Yuyan Sun Hong Xie Yi Teng Jiahai Wang
A worker clustering-based approach of label aggregation under the belief function theory. Hierarchical attention based long short-term memory for Chinese lyric generation.Xing Wu Zhikang Du Yike Guo Hamido Fujita
Computation and comparison of nonmonotonic skeptical inference relations induced by sets of ranking models for the realization of intelligent agents.Christoph Beierle Steven Kutsch
Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals.U. Rajendra Acharya Hamido Fujita Shu Lih Oh Yuki Hagiwara Jen Hong Tan Muhammad Adam Ru San Tan
Addressing robustness in time-critical, distributed, task allocation algorithms.