APIN - 2018 - volume 48 论文列表 |
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Volume 48, Number 12, December 2018
Zahra Kamranian Ahmad Reza Naghsh-Nilchi S. Amirhassan Monadjemi Nassir Navab
Posterior sampling for Monte Carlo planning under uncertainty.
Aijun Bai Feng Wu Xiaoping Chen
Adaptive background modeling of complex scenarios based on pixel level learning modeled with a retinotopic self-organizing map and radial basis mapping.Juan A. Ramirez-Quintana Mario Ignacio Chacon Murguia Graciela María de Jesús Ramírez Alonso
Geometrically modeled derivative feature descriptor aiding supervised shape retrieval. A hyper-heuristic with two guidance indicators for bi-objective mixed-shift vehicle routing problem with time windows.Binhui Chen Rong Qu Ruibin Bai Wasakorn Laesanklang
Supervised data-dependent kernel sparsity preserving projection for image recognition. Collaborative fuzzy clustering of distributed concept-drifting dynamic data using a gossip-based approach. Asynchronous reinforcement learning algorithms for solving discrete space path planning problems.Xingyu Zhao Shifei Ding Yuexuan An Weikuan Jia
Some hybrid weighted aggregation operators under neutrosophic set environment and their applications to multicriteria decision-making. Active contours driven by non-local Gaussian distribution fitting energy for image segmentation.Yupeng Li Guo Cao Qian Yu Xuesong Li
Dynamic behavior of a class of neutral-type neural networks with discontinuous activations and time-varying delays.Fanchao Kong Xianwen Fang Zaitao Liang
On enhancing serial fusion based multi-biometric verification system.Md Hossain Jundong Chen Khandaker Rahman
Applying temporal dependence to detect changes in streaming data.Quang-Huy Duong Heri Ramampiaro Kjetil Nørvåg
An optimized hybrid algorithm in term of energy and performance for mapping real time workloads on 2d based on-chip networks.Sarzamin Khan Sheraz Anjum Usman Ali Gulzari Farruh Ishmanov Maurizio Palesi Muhammad Khalil Afzal
A new framework for metaheuristic-based frequent itemset mining.Youcef Djenouri Djamel Djenouri Asma Belhadi Philippe Fournier-Viger Jerry Chun-Wei Lin
Boosting an evolution strategy with a preprocessing step: application to group scheduling problem in directional sensor networks. K-means properties on six clustering benchmark datasets. Effective hate-speech detection in Twitter data using recurrent neural networks.Georgios K. Pitsilis Heri Ramampiaro Helge Langseth
Faster learning by reduction of data access time.Vinod Kumar Chauhan Anuj Sharma Kalpana Dahiya
An efficient algorithm for mining periodic high-utility sequential patterns.Duy-Tai Dinh Bac Le Philippe Fournier-Viger Van-Nam Huynh
Magic barrier estimation models for recommended systems under normal distribution.Heng-Ru Zhang Fan Min Yan-Xue Wu Zhuo-Lin Fu Lei Gao
The efficiency of the NSHPZ-HMM: theoretical and practical study.Hanene Boukerma Christophe Choisy Nadir Farah Mohamed Cheriet
Gradient-based adaptive particle swarm optimizer with improved extremal optimization.Xiaoli Zhao Jenq-Neng Hwang Zhijun Fang Guozhong Wang
Reduction of the uncertainty in feature tracking.Anna A. Gorbenko Vladimir Yu. Popov
Feature selection considering weighted relevancy.Ping Zhang Wanfu Gao Guixia Liu
Some new operations on single-valued neutrosophic matrices and their applications in multi-criteria group decision making. Supervised methods for regrouping attributes in fuzzy rule-based classification systems. Unlabeled PCA-shuffling initialization for convolutional neural networks. KNN-based least squares twin support vector machine for pattern classification. A link prediction algorithm based on low-rank matrix completion.Volume 48, Number 11, November 2018
Cheng-Hsiung Weng Tony Cheng-Kui Huang
ICMA: a new efficient algorithm for process model discovery. A graph based superpixel generation algorithm.Xiang Wu Xianhui Liu Yufei Chen Jianan Shen Weidong Zhao
An iterative algorithm to eliminate edges for traveling salesman problem based on a new binomial distribution - Eliminating edges for TSP. Incorporating reliable virtual ratings into social recommendation systems.Sajad Ahmadian Majid Meghdadi Mohsen Afsharchi
A novel gene selection method using modified MRMR and hybrid bat-inspired algorithm with β-hill climbing.Osama Ahmad Alomari Ahamad Tajudin Khader Mohammed Azmi Al-Betar Mohammed A. Awadallah
A swarm intelligence approach for the colored traveling salesman problem. Solving stochastic nonlinear resource allocation problems using continuous learning automata. An improved multiclass support vector machine classifier using reduced hyper-plane with skewed binary tree.Pranjal S. Bogawar Kishor K. Bhoyar
A novel approach for improving quality of health state with difference degree in circuit diagnosis.Meng Liu Dantong Ouyang Liming Zhang
A novel alignment algorithm for effective web data extraction from singleton-item pages.Oviliani Yenty Yuliana Chia-Hui Chang
Supplemental observation acquisition for learning by observation agents.Michael W. Floyd Babak Esfandiari
Explicit memory based ABC with a clustering strategy for updating and retrieval of memory in dynamic environments.Hamid Parvin Samad Nejatian Majid Mohamadpour
A novel link prediction method for supervising transitivity process.Cheng Jiang Wei Chen Jun Zhang
CMA evolution strategy assisted by kriging model and approximate ranking.Changwu Huang Bouchaib Radi Abdelkhalak El Hami Hao Bai
A meta-heuristic for topology optimization using probabilistic learning.Sergio Ivvan Valdez José L. Marroquín Salvador Botello Noé Faurrieta
Cost-sensitive SVDD models based on a sample selection approach. Deep learning-based personality recognition from text posts of online social networks.Di Xue Lifa Wu Zheng Hong Shize Guo Liang Gao Zhiyong Wu Xiaofeng Zhong Jianshan Sun
Entropy based fuzzy least squares twin support vector machine for class imbalance learning.Deepak Gupta Bharat Richhariya
A novel cuckoo search algorithm with multiple update rules.Jiatang Cheng Lei Wang Qiaoyong Jiang Yan Xiong
A novel adaptive learning algorithm for low-dimensional feature space using memristor-crossbar implementation and on-chip training.Sajad Haghzad Klidbary Saeed Bagheri Shouraki
A hybrid multi-objective evolutionary algorithm with feedback mechanism.Chao Lu Liang Gao Xinyu Li Bing Zeng Feng Zhou
Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm.Yongming Li Tingjie Xie Pin Wang Jie Wang Shujun Liu Xichuan Zhou Xinzheng Zhang
Fast and robust road sign detection in driver assistance systems. Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator. Generalized score functions on interval-valued intuitionistic fuzzy sets with preference parameters for different types of decision makers and their application.Fangwei Zhang Jihong Chen Yuhua Zhu Ziyi Zhuang Jiaru Li
A load prediction model for cloud computing using PSO-based weighted wavelet support vector machine.Wei Zhong Yi Zhuang Jian Sun Jingjing Gu
Hybrid clustering analysis using improved krill herd algorithm.Laith Mohammad Abualigah Ahamad Tajudin Khader Essam Said Hanandeh
A rough ν-twin support vector regression machine.Zhenxia Xue Roxin Zhang Chuandong Qin Xiaoqing Zeng
A gamma type-2 defuzzification method for solving a solid transportation problem considering carbon emission.Dipanjana Sengupta Amrit Das Uttam Kumar Bera
Applying algorithm selection to abductive diagnostic reasoning. Snapshot ensembles of non-negative matrix factorization for stability of topic modeling.Jipeng Qiang Yun Li Yunhao Yuan Wei Liu
Sensor dynamic reliability evaluation based on evidence theory and intuitionistic fuzzy sets.Yafei Song Xiaodan Wang Jingwei Zhu Lei Lei
Fuzzy risk analysis using similarity measure of interval-valued fuzzy numbers and its application in poultry farming. Novel hesitant fuzzy linguistic entropy and cross-entropy measures in multiple criteria decision making. Mining web access patterns with super-pattern constraint. Dynamic sparse coding for sparse time-series modeling via first-order smooth optimization. Amended harmony search algorithm with perturbation strategy for large-scale system reliability problems.Volume 48, Number 10, October 2018
Wei Zheng Yanyan Tan Lili Meng Huaxiang Zhang
A multivariate short-term traffic flow forecasting method based on wavelet analysis and seasonal time series.Hong Zhang Xiaoming Wang Jie Cao Minan Tang Yirong Guo
An efficient image retrieval method using adaptive weights.Nguyen Huu Quynh Quynh Dao Thi Thuy Canh Phuong Van Can Nguyen Van Ngo Quoc Tao
Recurrent networks with attention and convolutional networks for sentence representation and classification.Tengfei Liu Shuangyuan Yu Baomin Xu Hongfeng Yin
A new approach based on possibilistic programming technique and fractile optimization for bilevel programming in a hybrid uncertain circumstance. A novel multi-objective optimization algorithm based on artificial algae for multi-objective engineering design problems.Mohamed A. Tawhid Vimal J. Savsani
Primitive activity recognition from short sequences of sensory data.Yasser F. O. Mohammad Kazunori Matsumoto Keiichiro Hoashi
A Bayesian network based solution scheme for the constrained Stochastic On-line Equi-Partitioning Problem.Sondre Glimsdal Ole-Christoffer Granmo
A hybrid estimation of distribution algorithm for flexible job-shop scheduling problems with process plan flexibility.Ricardo Pérez-Rodríguez Arturo Hernández Aguirre
Maintenance algorithm for high average-utility itemsets with transaction deletion.Jerry Chun-Wei Lin Yina Shao Philippe Fournier-Viger Youcef Djenouri Xiangmin Guo
Solving security constrained optimal power flow problems: a hybrid evolutionary approach.Carolina Gil Marcelino Paulo E. M. de Almeida Elizabeth F. Wanner Manuel Baumann Marcel Weil Leonel M. Carvalho Vladimiro Miranda
Hybrid multicriteria algorithms applied to structural design of wireless local area networks.Marlon Paolo Lima Ricardo H. C. Takahashi Marcos Augusto M. Vieira Eduardo G. Carrano
A new keypoint-based copy-move forgery detection for color image.Xiang-Yang Wang Li-xian Jiao Xue-Bing Wang Hong-Ying Yang Pan-Pan Niu
Differential evolution algorithm with multiple mutation strategies based on roulette wheel selection.Wuwen Qian Junrui Chai Zengguang Xu Ziying Zhang
An output mapping variable fidelity metamodeling approach based on nested Latin hypercube design for complex engineering design optimization. Multi-label imbalanced classification based on assessments of cost and value.Mengxiao Ding Youlong Yang Zhiqing Lan
An efficient multilevel scheme for coarsening large scale social networks.Delel Rhouma Lotfi Ben Romdhane
Spam filtering using integrated distribution-based balancing approach and regularized deep neural networks.Aliaksandr Barushka Petr Hájek
Multivariate time series prediction of lane changing behavior using deep neural network.Jun Gao Yi Lu Murphey Honghui Zhu
Utilizing the advantages of both global and local search strategies for finding a small subset of features in a two-stage method.Mohammad Masoud Javidi Fatemeh Zarisfi Kermani
New feature selection algorithms for no-reference image quality assessment.Imran Fareed Nizami Muhammad Majid Khawar Khurshid
A novel chaotic salp swarm algorithm for global optimization and feature selection.Gehad Ismail Sayed Ghada Khoriba Mohamed H. Haggag
Fitness varying gravitational constant in GSA.Jagdish Chand Bansal Susheel Kumar Joshi Atulya K. Nagar
Top-k high average-utility itemsets mining with effective pruning strategies. Multi-kernel one class link prediction in heterogeneous complex networks.Hadi Shakibian Nasrollah Moghadam Charkari Saeed Jalili
New evolutionary optimization method based on information sets.Jyotsana Grover Madasu Hanmandlu
Incremental community miner for dynamic networks. Skip-connection convolutional neural network for still image crowd counting.Luyang Wang Baoqun Yin Aixin Guo Hao Ma Jie Cao
Distance measures for connection number sets based on set pair analysis and its applications to decision-making process. Pseudo almost periodic solutions of discrete-time neutral-type neural networks with delays. Nonlinear feature selection using Gaussian kernel SVM-RFE for fault diagnosis.Yangtao Xue Li Zhang Bangjun Wang Zhao Zhang Fanzhang Li
Ant colony algorithm for satellite control resource scheduling problem.Zhaojun Zhang Funian Hu Na Zhang
Global replacement-based differential evolution with neighbor-based memory for dynamic optimization.Zhen Zhu Long Chen Chaochun Yuan Changgao Xia
Improved one-class classification using filled function. Improving semi-supervised co-forest algorithm in evolving data streams. Assignment of cells to switches in cellular mobile network: a learning automata-based memetic algorithm.Mehdi Rezapoor Mirsaleh Mohammad Reza Meybodi
An effective method for classification with missing values. Semi-supervised machine learning approach for DDoS detection.Volume 48, Number 9, September 2018
Alireza Nazemi Samira Sukhtsaraie Marzieh Mortezaee
An efficient structure for fast mining high utility itemsets. Uncertain fault diagnosis problem using neuro-fuzzy approach and probabilistic model for manufacturing systems.Imene Djelloul Zaki Sari Khaled Latreche
Dynamic reference vectors and biased crossover use for inverse model based evolutionary multi-objective optimization with irregular Pareto fronts.YanYan Lin Han Liu Qiaoyong Jiang
Regularized multi-view least squares twin support vector machines. GSLDA: LDA-based group spamming detection in product reviews.Zhuo Wang Songmin Gu Xiaowei Xu
A multiobjective discrete bat algorithm for community detection in dynamic networks.Xu Zhou Xiaohui Zhao Yanheng Liu
Forwarding Zone enabled PSO routing with Network lifetime maximization in MANET.Rashmi Chaudhry Shashikala Tapaswi Neetesh Kumar
Ego-network probabilistic graphical model for discovering on-line communities. A corner point-based algorithm to solve constrained multi-objective optimization problems. A novel hybrid heuristic algorithm for a new uncertain mean-variance-skewness portfolio selection model with real constraints.Wei Chen Yun Wang Pankaj Gupta Mukesh Kumar Mehlawat
A similarity-based method for remaining useful life prediction based on operational reliability.Zeming Liang Jianmin Gao Hong-Quan Jiang Xu Gao Zhiyong Gao Rongxi Wang
Hybridizing metric learning and case-based reasoning for adaptable clickbait detection.Daniel López Sánchez Jorge Revuelta Herrero Angélica González Arrieta Juan M. Corchado
Development of a multi-objective optimization evolutionary algorithm based on educational systems.Hossein Moradi Hossein Ebrahimpour-Komleh
A novel image retrieval scheme using gray level co-occurrence matrix descriptors of discrete cosine transform based residual image. Accurate and robust facial expression recognition system using real-time YouTube-based datasets. A local search based restart evolutionary algorithm for finding triple product property triples.Yi Xiang Yuren Zhou Zefeng Chen
Example-based learning using heuristic orthogonal matching pursuit teaching mechanism with auxiliary coefficient representation for the problem of de-fencing and its affiliated applications. Local commute-time guided MDS for 3D non-rigid object retrieval.Hela Haj Mohamed Samir Belaid Wady Naanaa Lotfi Ben Romdhane
A new co-evolutionary decomposition-based algorithm for bi-level combinatorial optimization.Abir Chaabani Slim Bechikh Lamjed Ben Said
Learning spatially correlation filters based on convolutional features via PSO algorithm and two combined color spaces for visual tracking.Djamel Eddine Touil Nadjiba Terki Saadia Medouakh
Random permutation principal component analysis for cancelable biometric recognition.Nitin Kumar Surendra Singh Abhimanyu Kumar
Optimal controller placement in large scale software defined networks based on modified NSGA-II.Ahmad Jalili Manijeh Keshtgari Reza Akbari
Intuitive distance for intuitionistic fuzzy sets with applications in pattern recognition. A novel bilevel model and solution algorithms for multi-period interdiction problem with fortification.Raheleh Khanduzi Hamid Reza Maleki
Energy efficient teaching-learning-based optimization for the discrete routing problem in wireless sensor networks. Multiclass multiple kernel learning using hypersphere for pattern recognition. An intelligent scheme for assigning queries. Adaptive multi-context cooperatively coevolving in differential evolution. Phenomenological model-based study on electron beam welding process, and input-output modeling using neural networks trained by back-propagation algorithm, genetic algorithms, particle swarm optimization algorithm and bat algorithm.Debasish Das Dilip Kumar Pratihar Gour Gopal Roy Abhishek Rudra Pal
Improved cat swarm optimization algorithm for solving global optimization problems and its application to clustering.Yugal Kumar Pradeep Kumar Singh
Trajectory outlier detection approach based on common slices sub-sequence.Qingying Yu Yonglong Luo Chuanming Chen Xiaohan Wang
A novel quasi-oppositional chaotic antlion optimizer for global optimization. VAGA: a novel viscosity-based accelerated gradient algorithm - Convergence analysis and applications.Mridula Verma D. R. Sahu Kaushal Kumar Shukla
Electromagnetism-like mechanism with collective animal behavior for multimodal optimization.Jorge Gálvez Erik Cuevas Omar Ávalos Diego Oliva Salvador Hinojosa
Maximum relevancy maximum complementary based ordered aggregation for ensemble pruning. Scalable aggregation predictive analytics - A query-driven machine learning approach. Determining topological relations of uncertain spatiotemporal data based on counter-clock-wisely directed triangle.Volume 48, Number 8, August 2018
Chunsheng Yang Qingfeng Lou Jie Liu Yubin Yang Qiangqiang Cheng
Hand pose estimation with multi-scale network.Zhongxu Hu Youmin Hu Bo Wu Jie Liu Dongmin Han Thomas R. Kurfess
Using conflict and support counts for variable and value ordering in CSPs. Link prediction in co-authorship networks based on hybrid content similarity metric.Pham Minh Chuan Le Hoang Son Mumtaz Ali Tran Dinh Khang Le Thanh Huong Nilanjan Dey
Points-of-interest recommendation based on convolution matrix factorization.Shuning Xing Fangai Liu Xiaohui Zhao Tianlai Li
A synthetic neighborhood generation based ensemble learning for the imbalanced data classification.Zhi Chen Tao Lin Xin Xia Hongyan Xu Sha Ding
A hybrid short-term traffic flow forecasting model based on time series multifractal characteristics.Hong Zhang Xiaoming Wang Jie Cao Minan Tang Yirong Guo
Efficient data distribution and results merging for parallel data clustering in mapreduce environment.Abdelhak Bousbaci Nadjet Kamel
The aLS-SVM based multi-task learning classifiers.Liyun Lu Qiang Lin Huimin Pei Ping Zhong
Global and local learning from positive and unlabeled examples.Ting Ke Ling Jing Hui Lv Lidong Zhang Yaping Hu
A novel knowledge-leverage-based transfer learning algorithm. Modified collective decision optimization algorithm with application in trajectory planning of UAV.Qingyang Zhang Ronggui Wang Juan Yang Kai Ding Yongfu Li Jiangen Hu
A new evolutionary neural networks based on intrusion detection systems using multiverse optimization.Ilyas Benmessahel Kun Xie Mouna Chellal
Application of improved bat algorithm in optimal power flow problem.Yanbin Yuan Xiaotao Wu Pengtao Wang Xiaohui Yuan
Logical characterization of groups of data: a comparative study.Arthur Chambon Tristan Boureau Frédéric Lardeux Frédéric Saubion
MOGOA algorithm for constrained and unconstrained multi-objective optimization problems.Alaa Tharwat Essam H. Houssein Mohammed M. Ahmed Aboul Ella Hassanien Thomas Gabel
Two new heuristics for the dominating tree problem. Lifetime maximization of wireless sensor network using fuzzy based unequal clustering and ACO based routing hybrid protocol.Sariga Arjunan Pothula Sujatha
A bayesian belief network based model for predicting software faults in early phase of software development process.Subhashis Chatterjee Bappa Maji
Non-linear programming method for multi-criteria decision making problems under interval neutrosophic set environment. Recurrent neural network for combined economic and emission dispatch.Ting Deng Xing He Zhigang Zeng
A human-like visual-attention-based artificial vision system for wildland firefighting assistance.Kurosh Madani Viachaslau Kachurka Christophe Sabourin Véronique Amarger Vladimir A. Golovko Lucile Rossi
A multi-objective assembly line balancing problem with worker's skill and qualification considerations in fuzzy environment.Maryam Salehi Hamid Reza Maleki Sadegh Niroomand
Generalized interaction aggregation operators in intuitionistic fuzzy multiplicative preference environment and their application to multicriteria decision-making. Connection number of set pair analysis based TOPSIS method on intuitionistic fuzzy sets and their application to decision making. Using a recurrent artificial neural network for dynamic self-adaptation of cluster-based web-server systems.Sanaz Sheikhi Seyed Morteza Babamir
Markov-network based latent link analysis for community detection in social behavioral interactions.Weiyi Liu Kun Yue Hao Wu Xiaodong Fu Zhijian Zhang Weipeng Huang
Optimized cardinality-based generalized itemset mining using transaction ID and numeric encoding. Multi-label semantic concept detection in videos using fusion of asymmetrically trained deep convolutional neural networks and foreground driven concept co-occurrence matrix.Nitin J. Janwe Kishor K. Bhoyar
A nonlinear-programming methodology for multi-attribute decision-making problem with interval-valued intuitionistic fuzzy soft sets information. An improved extreme learning machine model for the prediction of human scenarios in smart homes.Zaineb Liouane Tayeb Lemlouma Philippe Roose Frédéric Weis Hassani Messaoud
OrBAC from access control model to access usage model.Khalida Guesmia Boustia Narhimene
Graph bandit for diverse user coverage in online recommendation. Balanced undersampling: a novel sentence-based undersampling method to improve recognition of named entities in chemical and biomedical text.Abbas Akkasi Ekrem Varoglu Nazife Dimililer
The sparse Luce model. Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data.Baekjin Kim Donghyeon Yu Joong-Ho Won
Analyzing customer behavior from shopping path data using operation edit distance. Novel threat-based AI strategies that incorporate adaptive data structures for multi-player board games.Volume 48, Number 7, July 2018
Shujuan Ji Haiyan Ma Yongquan Liang Ho-fung Leung Chun-jin Zhang
Applying 1-norm SVM with squared loss to gene selection for cancer classification.Li Zhang Weida Zhou Bangjun Wang Zhao Zhang Fanzhang Li
Efficient high utility itemset mining using buffered utility-lists.Quang-Huy Duong Philippe Fournier-Viger Heri Ramampiaro Kjetil Nørvåg Thu-Lan Dam
A survival ensemble of extreme learning machine.Hong Wang Jianxin Wang Lifeng Zhou
Adaptive and intelligent energy efficient routing for transparent heterogeneous ad-hoc network by fusion of game theory and linear programming.Santosh Kumar Das Sachin Tripathi
Ensemble learning for protein multiplex subcellular localization prediction based on weighted KNN with different features.Shanping Qiao Baoqiang Yan Jing Li
Short text clustering based on Pitman-Yor process mixture model.Jipeng Qiang Yun Li Yunhao Yuan Xindong Wu
An efficient forensic technique for exposing region duplication forgery in digital images.Toqeer Mahmood Zahid Mehmood Mohsin Shah Zakir Khan
New fast feature selection methods based on multiple support vector data description. Selective ensemble based on extreme learning machine and improved discrete artificial fish swarm algorithm for haze forecast.Xuhui Zhu Zhiwei Ni Meiying Cheng Feifei Jin Jingming Li Gary R. Weckman
Adaptive weighted fuzzy rule-based system for the risk level assessment of heart disease.Animesh Kumar Paul Pintu Chandra Shill Md. Rafiqul Islam Rabin Kazuyuki Murase
Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting.Waddah Waheeb Rozaida Ghazali Abir Jaafar Hussain
A novel softplus linear unit for deep convolutional neural networks.Huizhen Zhao Fuxian Liu Longyue Li Chang Luo
Adaptive infinite impulse response system identification using opposition based hybrid coral reefs optimization algorithm. Uncertainty measure in evidence theory with its applications. A new hybrid differential evolution algorithm with self-adaptation for function optimization.Volume 48, Number 6, June 2018
Ping Jiang Yahui Zhang Qi Zhou Xinyu Shao Jiexiang Hu Leshi Shu
AmbISPDM - Managing embedded systems in ambient environments and disaster mitigation planning.George Hatzivasilis Ioannis Papaefstathiou Dimitris Plexousakis Charalampos Manifavas Nikos Papadakis
Image steganalysis using improved particle swarm optimization based feature selection. APS 9: an improved adaptive population-based simplex method for real-world engineering optimization problems.Mahamed G. H. Omran Maurice Clerc
A modified artificial bee colony approach for the 0-1 knapsack problem.Jie Cao Baoqun Yin Xiaonong Lu Yu Kang Xin Chen
Independent travel recommendation algorithm based on analytical hierarchy process and simulated annealing for professional tourist. One-class naïve Bayes with duration feature ranking for accurate user authentication using keystroke dynamics. An entropy-based distance measure for analyzing and detecting metamorphic malware.Esmaeel Radkani Sattar Hashemi Alireza Keshavarz-Haddad Maryam Amir Haeri
Enhancing e-learning systems with personalized recommendation based on collaborative tagging techniques.Aleksandra Klasnja-Milicevic Mirjana Ivanovic Boban Vesin Zoran Budimac
A new distance between BPAs based on the power-set-distribution pignistic probability function.Jingwei Zhu Xiaodan Wang Yafei Song
Efficient method for updating class association rules in dynamic datasets with record deletion.Loan T. T. Nguyen Ngoc Thanh Nguyen Bay Vo Hung Son Nguyen
Parallel reduced multi-class contour preserving classification. Semantic schema modeling for genetic programming using clustering of building blocks.Zahra Zojaji Mohammad Mehdi Ebadzadeh
An effective operations permutation-based discrete harmony search approach for the flexible job shop scheduling problem with makespan criterion. Modified Cuckoo Optimization Algorithm (MCOA) to solve Precedence Constrained Sequencing Problem (PCSP).Volume 48, Number 5, May 2018
Joel E. W. Koh Eddie-Yin-Kwee Ng Sulatha V. Bhandary Augustinus Laude U. Rajendra Acharya
A novel three-band orthogonal wavelet filter bank method for an automated identification of alcoholic EEG signals.Manish Sharma Dipankar Deb U. Rajendra Acharya
A multi-level approach to ubiquitous modeling and solving constraints in combinatorial optimization problems in production and distribution. Mining constrained inter-sequence patterns: a novel approach to cope with item constraints.Tuong Le Anh Nguyen Bao Huynh Bay Vo Witold Pedrycz
Overlapping community detection based on discrete biogeography optimization.Huilian Fan Yuanchang Zhong Guangpu Zeng
Design and implementation of a web-based fuzzy expert system for diagnosing depressive disorder.Hassan Ali Mohammadi Motlagh Behrouz Minaei-Bidgoli Ali Akbar Parvizi Fard
Convolutional neural network acceleration with hardware/software co-design.Andrew Tzer-Yeu Chen Morteza Biglari-Abhari Kevin I-Kai Wang Abdesselam Bouzerdoum Fok Hing Chi Tivive
Some bibliometric procedures for analyzing and evaluating research fields.M. Gutiérrez-Salcedo María Ángeles Martínez José Antonio Moral-Muñoz Enrique Herrera-Viedma Manuel J. Cobo
Agent systems verification : systematic literature review and mapping. A fuzzy classification model for myocardial infarction risk assessment. Hybrid sentiment classification on twitter aspect-based sentiment analysis.Nurulhuda Zainuddin Ali Selamat Roliana Ibrahim
A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis.José Portillo-Portillo Roberto Leyva Victor Sanchez Gabriel Sanchez-Perez Héctor Pérez-Meana Jesus Olivares-Mercado Karina Toscano-Medina Mariko Nakano-Miyatake
Online signature verification by spectrogram analysis. Successes and challenges in developing a hybrid approach to sentiment analysis.Orestes Appel Francisco Chiclana Jenny Carter Hamido Fujita
SpringBoard: game-agnostic tool for scenario editing with meta-programming support. ETARM: an efficient top-k association rule mining algorithm.Linh T. T. Nguyen Bay Vo Loan T. T. Nguyen Philippe Fournier-Viger Ali Selamat
Challenging state-of-the-art move ordering with Adaptive Data Structures. Supervised ranking framework for relationship prediction in heterogeneous information networks.Wenxin Liang Xiao Li Xiaosong He Xinyue Liu Xianchao Zhang
Anomaly detection using piecewise aggregate approximation in the amplitude domain.Huorong Ren Xiujuan Liao Zhiwu Li Abdulrahman Al-Ahmari
Vector Based Genetic Algorithm to optimize predictive analysis in network security. Editorial for the special issue: Knowledge-based systems and data science.Volume 48, Number 4, April 2018
Mina Ghavipour Mohammad Reza Meybodi
An improved ν-twin bounded support vector machine.Huiru Wang Zhijian Zhou Yitian Xu
A better-response strategy for self-interested planning agents.Jaume Jordán Alejandro Torreño Mathijs de Weerdt Eva Onaindia
Efficiently mining frequent itemsets applied for textual aggregation.Mustapha Bouakkaz Youcef Ouinten Sabine Loudcher Philippe Fournier-Viger
Enhanced θ dominance and density selection based evolutionary algorithm for many-objective optimization problems.Chong Zhou Guangming Dai Maocai Wang
Predictive intelligence to the edge through approximate collaborative context reasoning.Christos Anagnostopoulos Kostas Kolomvatsos
Multi-attribute group decision making under probabilistic hesitant fuzzy environment with application to evaluate the transformation efficiency. A space transformational invasive weed optimization for solving fixed-point problems. Multi swarm optimization algorithm with adaptive connectivity degree.Reza Vafashoar Mohammad Reza Meybodi
Verification and repair of control policies for safe reinforcement learning.Shashank Pathak Luca Pulina Armando Tacchella
Novel artificial bee colony based feature selection method for filtering redundant information.Youwei Wang Lizhou Feng Jianming Zhu
A new medical diagnosis method based on Z-numbers.Dong Wu Xiang Liu Feng Xue Hanqing Zheng Yehang Shou Wen Jiang
A novel fault prognostic approach based on particle filters and differential evolution.Luciana B. Cosme Marcos F. S. V. D&aposAngelo Walmir M. Caminhas Shen Yin Reinaldo M. Palhares
A tree-based algorithm for attribute selection.José Augusto Baranauskas Oscar Picchi Netto Sérgio Ricardo Nozawa Alessandra Alaniz Macedo
Grasshopper optimization algorithm for multi-objective optimization problems.Seyedeh Zahra Mirjalili Seyedali Mirjalili Shahrzad Saremi Hossam Faris Ibrahim Aljarah
Volume 48, Number 3, March 2018
Sungdo Kim Byeong Min Mun Suk Joo Bae
Discrete particle swarm optimization algorithms for two variants of the static data segment location problem.Goutam Sen Mohan Krishnamoorthy
An EM based probabilistic two-dimensional CCA with application to face recognition.Mehran Safayani Seyed Hashem Ahmadi Homayun Afrabandpey Abdolreza Mirzaei
Two time-efficient gibbs sampling inference algorithms for biterm topic model.Xiaotang Zhou Jihong Ouyang Ximing Li
Total utility of Z-number.Bingyi Kang Yong Deng Rehan Sadiq
Bio-inspired metaheuristics: evolving and prioritizing software test data.Mukesh Mann Pradeep Tomar Om Prakash Sangwan
Chaotic antlion algorithm for parameter optimization of support vector machine.Alaa Tharwat Aboul Ella Hassanien
Multi-objective service composition model based on cost-effective optimization.Ying Huo Peng Qiu Jiyou Zhai Dajuan Fan Huanfeng Peng
Multiobjective differential evolution using homeostasis based mutation for application in software cost estimation.Shailendra Pratap Singh Anoj Kumar
A temporal modal defeasible logic for formalizing social commitments in dialogue and argumentation models.Asma Moubaiddin Imad Salah Nadim Obeid
Feature clustering based support vector machine recursive feature elimination for gene selection.Xiaojuan Huang Li Zhang Bangjun Wang Fanzhang Li Zhao Zhang
Minimum positive influence dominating set and its application in influence maximization: a learning automata approach.Mohammad Mehdi Daliri Khomami Alireza Rezvanian Negin Bagherpour Mohammad Reza Meybodi
Ant colony algorithm for automotive safety integrity level allocation.Youcef Gheraibia Khaoula Djafri Habiba Krimou
Indirect adaptive type-2 bionic fuzzy control.Faxiang Zhang Jing Hua Yimin Li
A social recommender system using item asymmetric correlation.Arghavan Moradi Dakhel Hadi Tabatabaee Malazi Mehregan Mahdavi
Volume 48, Number 2, February 2018
Roan Thi Ngan Mumtaz Ali Le Hoang Son
Hybrid cost and time path planning for multiple autonomous guided vehicles.Hamed Fazlollahtabar Samaneh Hassanli
An evolutionary non-linear ranking algorithm for ranking scientific collaborations.Fahimeh Ghasemian Kamran Zamanifar Nasser Ghasem-Aghaee
Improved monarch butterfly optimization for unconstrained global search and neural network training.Hossam Faris Ibrahim Aljarah Seyedali Mirjalili
A clustering algorithm with affine space-based boundary detection.Xiangli Li Qiong Han Baozhi Qiu
An exploratory study of mono and multi-objective metaheuristics to ensemble of classifiers.Antonino Feitosa Neto Anne M. P. Canuto
Sparse kernel minimum squared error using Householder transformation and givens rotation.Yong-Ping Zhao Peng-Peng Xi Bing Li Zhi-Qiang Li
A maximum-likelihood and moment-matching density estimator for crowd-sourcing label prediction. A k-means binarization framework applied to multidimensional knapsack problem.José García Broderick Crawford Ricardo Soto Carlos Castro Fernando Paredes
Generalized and group-based generalized intuitionistic fuzzy soft sets with applications in decision-making. Research on parameter selection method for support vector machines.Ling Sun Jian Bao Yangyang Chen Mingming Yang
Combining emerging patterns with random forest for complex activity recognition in smart homes.Hadi Tabatabaee Malazi Mohammad Davari
Global-patch-hybrid template-based arbitrary object tracking with integral channel features.Mayur Rajaram Parate Vishal R. Satpute Kishor M. Bhurchandi
An adaptive super-peer selection algorithm considering peers capacity utilizing asynchronous dynamic cellular learning automata. Computing all minimal hitting sets by subset recombination.Volume 48, Number 1, January 2018
Fu Zhang Z. M. Ma Qiang Tong Jingwei Cheng
Efficient extraction of spatial relations for extended objects vis-à-vis human activity recognition in video.Shobhanjana Kalita Arindam Karmakar Shyamanta M. Hazarika
Nonlinear system identification based on ANFIS-Hammerstein model using Gravitational search algorithm.Erik Cuevas Primitivo Díaz Omar Ávalos Daniel Zaldivar Marco A. Pérez Cisneros
Content-based image retrieval and semantic automatic image annotation based on the weighted average of triangular histograms using support vector machine.Zahid Mehmood Toqeer Mahmood Muhammad Arshad Javid
Robust face recognition via discriminative and common hybrid dictionary learning.Changpeng Wang Wei Wei Jiang-She Zhang Houbing Song
Batch-normalized Mlpconv-wise supervised pre-training network in network. A niche-elimination operation based NSGA-III algorithm for many-objective optimization. An adaptive bi-flight cuckoo search with variable nests for continuous dynamic optimization problems.Javidan Kazemi Kordestani Hossein Abedi Firouzjaee Mohammad Reza Meybodi
Change-aware community detection approach for dynamic social networks.Mohammad Ebrahim Samie Ali Hamzeh
Recurrent type-1 fuzzy functions approach for time series forecasting.Nihat Tak Atif A. Evren Mujgan Tez Erol Egrioglu
A fuzzy group decision making model with trapezoidal fuzzy preference relations based on compatibility measure and COWGA operator.Peng Wu Shuhan Liu Ligang Zhou Huayou Chen
A filter attribute selection method based on local reliable information.Ricardo Martín Ricardo Aler Inés María Galván
Maximum margin of twin spheres machine with pinball loss for imbalanced data classification.Yitian Xu Qian Wang Xinying Pang Ying Tian
A multiagent player system composed by expert agents in specific game stages operating in high performance environment.Lidia Bononi Paiva Tomaz Rita Maria da Silva Julia Valquiria Aparecida Rosa Duarte