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ORCIDApplied Intelligence, Volume 48
Volume 48, Number 1, January 2018
- Lidia Bononi Paiva Tomaz
, Rita Maria da Silva Julia, Valquiria Aparecida Rosa Duarte:
A multiagent player system composed by expert agents in specific game stages operating in high performance environment. 1-22 - Yitian Xu, Qian Wang, Xinying Pang, Ying Tian:
Maximum margin of twin spheres machine with pinball loss for imbalanced data classification. 23-34 - Ricardo Martín, Ricardo Aler, Inés María Galván:
A filter attribute selection method based on local reliable information. 35-45 - Peng Wu, Shuhan Liu, Ligang Zhou, Huayou Chen:
A fuzzy group decision making model with trapezoidal fuzzy preference relations based on compatibility measure and COWGA operator. 46-67 - Nihat Tak, Atif A. Evren, Mujgan Tez, Erol Egrioglu:
Recurrent type-1 fuzzy functions approach for time series forecasting. 68-77 - Mohammad Ebrahim Samie, Ali Hamzeh:
Change-aware community detection approach for dynamic social networks. 78-96 - Javidan Kazemi Kordestani, Hossein Abedi Firouzjaee, Mohammad Reza Meybodi:
An adaptive bi-flight cuckoo search with variable nests for continuous dynamic optimization problems. 97-117 - Xiaojun Bi, Chao Wang:
A niche-elimination operation based NSGA-III algorithm for many-objective optimization. 118-141 - Xiaomeng Han, Qun Dai:
Batch-normalized Mlpconv-wise supervised pre-training network in network. 142-155 - Changpeng Wang, Wei Wei, Jiang-She Zhang, Houbing Song:
Robust face recognition via discriminative and common hybrid dictionary learning. 156-165 - Zahid Mehmood, Toqeer Mahmood, Muhammad Arshad Javid:
Content-based image retrieval and semantic automatic image annotation based on the weighted average of triangular histograms using support vector machine. 166-181 - Erik Cuevas, Primitivo Díaz, Omar Ávalos, Daniel Zaldivar, Marco Antonio Pérez Cisneros:
Nonlinear system identification based on ANFIS-Hammerstein model using Gravitational search algorithm. 182-203 - Shobhanjana Kalita, Arindam Karmakar, Shyamanta M. Hazarika:
Efficient extraction of spatial relations for extended objects vis-à-vis human activity recognition in video. 204-219 - Fu Zhang, Zong Min Ma, Qiang Tong, Jingwei Cheng:
Storing fuzzy description logic ontology knowledge bases in fuzzy relational databases. 220-242 - Maryam Abaszade, Sohrab Effati:
Stochastic support vector regression with probabilistic constraints. 243-256
Volume 48, Number 2, February 2018
- Xiangfu Zhao, Dantong Ouyang, Liming Zhang:
Computing all minimal hitting sets by subset recombination. 257-270 - Ali Mohammad Saghiri, Mohammad Reza Meybodi:
An adaptive super-peer selection algorithm considering peers capacity utilizing asynchronous dynamic cellular learning automata. 271-299 - Mayur Rajaram Parate, Vishal R. Satpute, Kishor M. Bhurchandi:
Global-patch-hybrid template-based arbitrary object tracking with integral channel features. 300-314 - Hadi Tabatabaee Malazi, Mohammad Davari:
Combining emerging patterns with random forest for complex activity recognition in smart homes. 315-330 - Ling Sun, Jian Bao, Yangyang Chen, Mingming Yang:
Research on parameter selection method for support vector machines. 331-342 - Harish Garg, Rishu Arora:
Generalized and group-based generalized intuitionistic fuzzy soft sets with applications in decision-making. 343-356 - José García, Broderick Crawford, Ricardo Soto, Carlos Castro, Fernando Paredes:
A k-means binarization framework applied to multidimensional knapsack problem. 357-380 - Minyoung Kim:
A maximum-likelihood and moment-matching density estimator for crowd-sourcing label prediction. 381-389 - Yong-Ping Zhao, Peng-Peng Xi, Bing Li, Zhi-Qiang Li:
Sparse kernel minimum squared error using Householder transformation and givens rotation. 390-415 - Antonino Feitosa Neto, Anne M. P. Canuto:
An exploratory study of mono and multi-objective metaheuristics to ensemble of classifiers. 416-431 - Xiangli Li, Qiong Han, Baozhi Qiu:
A clustering algorithm with affine space-based boundary detection. 432-444 - Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili:
Improved monarch butterfly optimization for unconstrained global search and neural network training. 445-464 - Fahimeh Ghasemian, Kamran Zamanifar, Nasser Ghasem-Aghaee:
An evolutionary non-linear ranking algorithm for ranking scientific collaborations. 465-481 - Hamed Fazlollahtabar, Samaneh Hassanli:
Hybrid cost and time path planning for multiple autonomous guided vehicles. 482-498 - Roan Thi Ngan, Mumtaz Ali, Le Hoang Son:
δ-equality of intuitionistic fuzzy sets: a new proximity measure and applications in medical diagnosis. 499-525
Volume 48, Number 3, March 2018
- Arghavan Moradi Dakhel, Hadi Tabatabaee Malazi, Mehregan Mahdavi:
A social recommender system using item asymmetric correlation. 527-540 - Faxiang Zhang, Jing Hua, Yimin Li:
Indirect adaptive type-2 bionic fuzzy control. 541-554 - Youcef Gheraibia, Khaoula Djafri, Habiba Krimou:
Ant colony algorithm for automotive safety integrity level allocation. 555-569 - Mohammad Mehdi Daliri Khomami, Alireza Rezvanian, Negin Bagherpour, Mohammad Reza Meybodi:
Minimum positive influence dominating set and its application in influence maximization: a learning automata approach. 570-593 - Xiaojuan Huang, Li Zhang, Bangjun Wang, Fanzhang Li, Zhao Zhang:
Feature clustering based support vector machine recursive feature elimination for gene selection. 594-607 - Asma Moubaiddin, Imad Salah, Nadim Obeid:
A temporal modal defeasible logic for formalizing social commitments in dialogue and argumentation models. 608-627 - Shailendra Pratap Singh, Anoj Kumar:
Multiobjective differential evolution using homeostasis based mutation for application in software cost estimation. 628-650 - Ying Huo, Peng Qiu, Jiyou Zhai, Dajuan Fan, Huanfeng Peng:
Multi-objective service composition model based on cost-effective optimization. 651-669 - Alaa Tharwat, Aboul Ella Hassanien:
Chaotic antlion algorithm for parameter optimization of support vector machine. 670-686 - Mukesh Mann, Pradeep Tomar, Om Prakash Sangwan:
Bio-inspired metaheuristics: evolving and prioritizing software test data. 687-702 - Bingyi Kang, Yong Deng, Rehan Sadiq:
Total utility of Z-number. 703-729 - Xiaotang Zhou, Jihong Ouyang, Ximing Li:
Two time-efficient gibbs sampling inference algorithms for biterm topic model. 730-754 - Mehran Safayani, Seyed Hashem Ahmadi, Homayun Afrabandpey, Abdolreza Mirzaei:
An EM based probabilistic two-dimensional CCA with application to face recognition. 755-770 - Goutam Sen, Mohan Krishnamoorthy:
Discrete particle swarm optimization algorithms for two variants of the static data segment location problem. 771-790 - Sungdo Kim, Byeong Min Mun, Suk Joo Bae:
Data depth based support vector machines for predicting corporate bankruptcy. 791-804
Volume 48, Number 4, April 2018
- Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Shahrzad Saremi, Hossam Faris, Ibrahim Aljarah:
Grasshopper optimization algorithm for multi-objective optimization problems. 805-820 - José Augusto Baranauskas, Oscar Picchi Netto, Sérgio Ricardo Nozawa, Alessandra Alaniz Macedo:
A tree-based algorithm for attribute selection. 821-833 - Luciana Balieiro Cosme, Marcos F. S. V. D'Angelo, Walmir M. Caminhas, Shen Yin, Reinaldo M. Palhares:
A novel fault prognostic approach based on particle filters and differential evolution. 834-853 - Dong Wu, Xiang Liu, Feng Xue, Hanqing Zheng, Yehang Shou, Wen Jiang:
A new medical diagnosis method based on Z-numbers. 854-867 - Youwei Wang, Lizhou Feng, Jianming Zhu:
Novel artificial bee colony based feature selection method for filtering redundant information. 868-885 - Shashank Pathak, Luca Pulina, Armando Tacchella:
Verification and repair of control policies for safe reinforcement learning. 886-908 - Reza Vafashoar, Mohammad Reza Meybodi:
Multi swarm optimization algorithm with adaptive connectivity degree. 909-941 - Y. Ramu Naidu, Akshay K. Ojha:
A space transformational invasive weed optimization for solving fixed-point problems. 942-952 - Fangju Jiang, Qinggong Ma:
Multi-attribute group decision making under probabilistic hesitant fuzzy environment with application to evaluate the transformation efficiency. 953-965 - Christos Anagnostopoulos, Kostas Kolomvatsos:
Predictive intelligence to the edge through approximate collaborative context reasoning. 966-991 - Chong Zhou, Guangming Dai, Maocai Wang:
Enhanced θ dominance and density selection based evolutionary algorithm for many-objective optimization problems. 992-1012 - Mustapha Bouakkaz, Youcef Ouinten, Sabine Loudcher, Philippe Fournier-Viger:
Efficiently mining frequent itemsets applied for textual aggregation. 1013-1019 - Jaume Jordán, Alejandro Torreño, Mathijs de Weerdt, Eva Onaindia:
A better-response strategy for self-interested planning agents. 1020-1040 - Huiru Wang, Zhijian Zhou, Yitian Xu:
An improved ν-twin bounded support vector machine. 1041-1053 - Mina Ghavipour, Mohammad Reza Meybodi:
A streaming sampling algorithm for social activity networks using fixed structure learning automata. 1054-1081
Volume 48, Number 5, May 2018
- Hamido Fujita, Ali Selamat:
Editorial for the special issue: Knowledge-based systems and data science. 1083-1085 - Sidra Ijaz, Faheel A. Hashmi, Sohail Asghar, Masoom Alam:
Vector Based Genetic Algorithm to optimize predictive analysis in network security. 1086-1096 - Huorong Ren, Xiujuan Liao, Zhiwu Li, Abdulrahman Al-Ahmari:
Anomaly detection using piecewise aggregate approximation in the amplitude domain. 1097-1110 - Wenxin Liang, Xiao Li, Xiaosong He, Xinyue Liu, Xianchao Zhang:
Supervised ranking framework for relationship prediction in heterogeneous information networks. 1111-1127 - Spencer Polk, B. John Oommen:
Challenging state-of-the-art move ordering with Adaptive Data Structures. 1128-1147 - Linh T. T. Nguyen, Bay Vo, Loan T. T. Nguyen, Philippe Fournier-Viger, Ali Selamat:
ETARM: an efficient top-k association rule mining algorithm. 1148-1160 - Gajo Petrovic, Hamido Fujita:
SpringBoard: game-agnostic tool for scenario editing with meta-programming support. 1161-1175 - Orestes Appel, Francisco Chiclana, Jenny Carter, Hamido Fujita:
Successes and challenges in developing a hybrid approach to sentiment analysis. 1176-1188 - Orcan Alpar, Ondrej Krejcar:
Online signature verification by spectrogram analysis. 1189-1199 - José Portillo-Portillo, Roberto Leyva, Victor Sanchez, Gabriel Sanchez-Perez, Héctor Pérez-Meana, Jesus Olivares-Mercado, Karina Toscano-Medina, Mariko Nakano-Miyatake:
A view-invariant gait recognition algorithm based on a joint-direct linear discriminant analysis. 1200-1217 - Nurulhuda Zainuddin, Ali Selamat, Roliana Ibrahim:
Hybrid sentiment classification on twitter aspect-based sentiment analysis. 1218-1232 - Sidahmed Mokeddem:
A fuzzy classification model for myocardial infarction risk assessment. 1233-1250 - Najwa Abu Bakar, Ali Selamat:
Agent systems verification : systematic literature review and mapping. 1251-1274 - María Gutiérrez-Salcedo, María Ángeles Martínez, José Antonio Moral-Muñoz, Enrique Herrera-Viedma, Manuel J. Cobo:
Some bibliometric procedures for analyzing and evaluating research fields. 1275-1287 - Andrew Tzer-Yeu Chen, Morteza Biglari-Abhari, Kevin I-Kai Wang, Abdesselam Bouzerdoum, Fok Hing Chi Tivive:
Convolutional neural network acceleration with hardware/software co-design. 1288-1301 - Hassan Ali Mohammadi Motlagh, Behrouz Minaei-Bidgoli, Ali Akbar Parvizi Fard:
Design and implementation of a web-based fuzzy expert system for diagnosing depressive disorder. 1302-1313 - Huilian Fan, Yuanchang Zhong, Guangpu Zeng:
Overlapping community detection based on discrete biogeography optimization. 1314-1326 - Tuong Le, Anh Nguyen, Bao Huynh, Bay Vo, Witold Pedrycz:
Mining constrained inter-sequence patterns: a novel approach to cope with item constraints. 1327-1343 - Pawel Sitek, Jaroslaw Wikarek:
A multi-level approach to ubiquitous modeling and solving constraints in combinatorial optimization problems in production and distribution. 1344-1367 - Manish Sharma, Dipankar Deb, U. Rajendra Acharya:
A novel three-band orthogonal wavelet filter bank method for an automated identification of alcoholic EEG signals. 1368-1378 - Joel E. W. Koh, Eddie-Yin-Kwee Ng, Sulatha V. Bhandary, Augustinus Laude, U. Rajendra Acharya:
Automated detection of retinal health using PHOG and SURF features extracted from fundus images. 1379-1393 - Fanhui Kong, Jian Li:
The promotion strategy of supply chain flexibility based on deep belief network. 1394-1405
Volume 48, Number 6, June 2018
- Mansoureh Maadi, Mohammad Javidnia, Rohollah Ramezani:
Modified Cuckoo Optimization Algorithm (MCOA) to solve Precedence Constrained Sequencing Problem (PCSP). 1407-1422 - Mehdi Gaham, Brahim Bouzouia, Nouara Achour:
An effective operations permutation-based discrete harmony search approach for the flexible job shop scheduling problem with makespan criterion. 1423-1441 - Zahra Zojaji, Mohammad Mehdi Ebadzadeh:
Semantic schema modeling for genetic programming using clustering of building blocks. 1442-1460 - Piyabute Fuangkhon:
Parallel reduced multi-class contour preserving classification. 1461-1490 - Loan T. T. Nguyen, Ngoc Thanh Nguyen, Bay Vo, Hung Son Nguyen:
Efficient method for updating class association rules in dynamic datasets with record deletion. 1491-1505 - Jingwei Zhu, Xiaodan Wang, Yafei Song:
A new distance between BPAs based on the power-set-distribution pignistic probability function. 1506-1518 - Aleksandra Klasnja-Milicevic, Mirjana Ivanovic, Boban Vesin, Zoran Budimac:
Enhancing e-learning systems with personalized recommendation based on collaborative tagging techniques. 1519-1535 - Esmaeel Radkani, Sattar Hashemi, Alireza Keshavarz-Haddad, Maryam Amir Haeri:
An entropy-based distance measure for analyzing and detecting metamorphic malware. 1536-1546 - Jiacang Ho, Dae-Ki Kang:
One-class naïve Bayes with duration feature ranking for accurate user authentication using keystroke dynamics. 1547-1564 - Qingyi Pan, Xiaoying Wang:
Independent travel recommendation algorithm based on analytical hierarchy process and simulated annealing for professional tourist. 1565-1581 - Jie Cao, Baoqun Yin, Xiaonong Lu, Yu Kang, Xin Chen:
A modified artificial bee colony approach for the 0-1 knapsack problem. 1582-1595 - Mahamed G. H. Omran, Maurice Clerc:
APS 9: an improved adaptive population-based simplex method for real-world engineering optimization problems. 1596-1608 - Ali Adeli, Ali Broumandnia:
Image steganalysis using improved particle swarm optimization based feature selection. 1609-1622 - George Hatzivasilis, Ioannis Papaefstathiou, Dimitris Plexousakis, Charalampos Manifavas, Nikos Papadakis:
AmbISPDM - Managing embedded systems in ambient environments and disaster mitigation planning. 1623-1643 - Ping Jiang, Yahui Zhang, Qi Zhou, Xinyu Shao, Jiexiang Hu, Leshi Shu:
An adaptive sampling strategy for Kriging metamodel based on Delaunay triangulation and TOPSIS. 1644-1656
Volume 48, Number 7, July 2018
- Sukanta Nama, Apu Kumar Saha:
A new hybrid differential evolution algorithm with self-adaptation for function optimization. 1657-1671 - Xiaodan Wang, Yafei Song:
Uncertainty measure in evidence theory with its applications. 1672-1688 - Yikun Yang, Bintang Yang, Muqing Niu:
Adaptive infinite impulse response system identification using opposition based hybrid coral reefs optimization algorithm. 1689-1706 - Huizhen Zhao, Fuxian Liu, Longyue Li, Chang Luo:
A novel softplus linear unit for deep convolutional neural networks. 1707-1720 - Waddah Waheeb, Rozaida Ghazali, Abir Jaafar Hussain:
Dynamic ridge polynomial neural network with Lyapunov function for time series forecasting. 1721-1738 - Animesh Kumar Paul, Pintu Chandra Shill, Md. Rafiqul Islam Rabin, Kazuyuki Murase:
Adaptive weighted fuzzy rule-based system for the risk level assessment of heart disease. 1739-1756 - Xuhui Zhu, Zhiwei Ni, Meiying Cheng, Feifei Jin, Jingming Li, Gary R. Weckman:
Selective ensemble based on extreme learning machine and improved discrete artificial fish swarm algorithm for haze forecast. 1757-1775 - Li Zhang, Xingning Lu:
New fast feature selection methods based on multiple support vector data description. 1776-1790 - Toqeer Mahmood, Zahid Mehmood, Mohsin Shah, Zakir Khan:
An efficient forensic technique for exposing region duplication forgery in digital images. 1791-1801 - Jipeng Qiang, Yun Li, Yunhao Yuan, Xindong Wu:
Short text clustering based on Pitman-Yor process mixture model. 1802-1812 - Shanping Qiao, Baoqiang Yan, Jing Li:
Ensemble learning for protein multiplex subcellular localization prediction based on weighted KNN with different features. 1813-1824 - Santosh Kumar Das, Sachin Tripathi:
Adaptive and intelligent energy efficient routing for transparent heterogeneous ad-hoc network by fusion of game theory and linear programming. 1825-1845 - Hong Wang, Jianxin Wang, Lifeng Zhou:
A survival ensemble of extreme learning machine. 1846-1858 - Quang-Huy Duong, Philippe Fournier-Viger, Heri Ramampiaro, Kjetil Nørvåg, Thu-Lan Dam:
Efficient high utility itemset mining using buffered utility-lists. 1859-1877 - Li Zhang, Weida Zhou, Bangjun Wang, Zhao Zhang, Fanzhang Li:
Applying 1-norm SVM with squared loss to gene selection for cancer classification. 1878-1890 - Shujuan Ji, Haiyan Ma, Yongquan Liang, Ho-fung Leung, Chun-jin Zhang:
Correction to: A whitelist and blacklist-based co-evolutionary strategy for defensing against multifarious trust attacks. 1891
Volume 48, Number 8, August 2018
- Spencer Polk, B. John Oommen:
Novel threat-based AI strategies that incorporate adaptive data structures for multi-player board games. 1893-1911 - M. Alex Syaekhoni, Chanseung Lee, Young S. Kwon:
Analyzing customer behavior from shopping path data using operation edit distance. 1912-1932 - Baekjin Kim, Donghyeon Yu, Joong-Ho Won:
Comparative study of computational algorithms for the Lasso with high-dimensional, highly correlated data. 1933-1952 - Jong-June Jeon, Hosik Choi:
The sparse Luce model. 1953-1964 - Abbas Akkasi, Ekrem Varoglu, Nazife Dimililer:
Balanced undersampling: a novel sentence-based undersampling method to improve recognition of named entities in chemical and biomedical text. 1965-1978 - Mahmuda Rahman, Jae C. Oh:
Graph bandit for diverse user coverage in online recommendation. 1979-1995 - Khalida Guesmia, Boustia Narhimene:
OrBAC from access control model to access usage model. 1996-2016 - Zaineb Liouane, Tayeb Lemlouma, Philippe Roose, Frédéric Weis, Hassani Messaoud:
An improved extreme learning machine model for the prediction of human scenarios in smart homes. 2017-2030 - Harish Garg, Rishu Arora:
A nonlinear-programming methodology for multi-attribute decision-making problem with interval-valued intuitionistic fuzzy soft sets information. 2031-2046 - Nitin J. Janwe, Kishor K. Bhoyar:
Multi-label semantic concept detection in videos using fusion of asymmetrically trained deep convolutional neural networks and foreground driven concept co-occurrence matrix. 2047-2066 - Bac Le, Phuc Luong:
Optimized cardinality-based generalized itemset mining using transaction ID and numeric encoding. 2067-2080 - Weiyi Liu, Kun Yue, Hao Wu, Xiaodong Fu, Zhijian Zhang, Weipeng Huang:
Markov-network based latent link analysis for community detection in social behavioral interactions. 2081-2096 - Sanaz Sheikhi, Seyed Morteza Babamir:
Using a recurrent artificial neural network for dynamic self-adaptation of cluster-based web-server systems. 2097-2111 - Kamal Kumar, Harish Garg:
Connection number of set pair analysis based TOPSIS method on intuitionistic fuzzy sets and their application to decision making. 2112-2119 - Harish Garg:
Generalized interaction aggregation operators in intuitionistic fuzzy multiplicative preference environment and their application to multicriteria decision-making. 2120-2136 - Maryam Salehi, Hamid Reza Maleki, Sadegh Niroomand:
A multi-objective assembly line balancing problem with worker's skill and qualification considerations in fuzzy environment. 2137-2156 - Kurosh Madani, Viachaslau Kachurka, Christophe Sabourin, Véronique Amarger, Vladimir A. Golovko, Lucile Rossi:
A human-like visual-attention-based artificial vision system for wildland firefighting assistance. 2157-2179 - Ting Deng, Xing He, Zhigang Zeng:
Recurrent neural network for combined economic and emission dispatch. 2180-2198 - Harish Garg, Nancy:
Non-linear programming method for multi-criteria decision making problems under interval neutrosophic set environment. 2199-2213 - Subhashis Chatterjee, Bappa Maji:
A bayesian belief network based model for predicting software faults in early phase of software development process. 2214-2228 - Sariga Arjunan, Pothula Sujatha:
Lifetime maximization of wireless sensor network using fuzzy based unequal clustering and ACO based routing hybrid protocol. 2229-2246 - Kavita Singh, Shyam Sundar:
Two new heuristics for the dominating tree problem. 2247-2267 - Alaa Tharwat, Essam H. Houssein, Mohammed M. Ahmed, Aboul Ella Hassanien, Thomas Gabel:
MOGOA algorithm for constrained and unconstrained multi-objective optimization problems. 2268-2283 - Arthur Chambon, Tristan Boureau, Frédéric Lardeux, Frédéric Saubion:
Logical characterization of groups of data: a comparative study. 2284-2303 - Yanbin Yuan, Xiaotao Wu, Pengtao Wang, Xiaohui Yuan:
Application of improved bat algorithm in optimal power flow problem. 2304-2314 - Ilyas Benmessahel, Kun Xie, Mouna Chellal:
A new evolutionary neural networks based on intrusion detection systems using multiverse optimization. 2315-2327 - Qingyang Zhang, Ronggui Wang, Juan Yang, Kai Ding, Yongfu Li, Jiangen Hu:
Modified collective decision optimization algorithm with application in trajectory planning of UAV. 2328-2354 - Meiling Li, Qun Dai:
A novel knowledge-leverage-based transfer learning algorithm. 2355-2372 - Ting Ke, Ling Jing, Hui Lv, Lidong Zhang, Yaping Hu:
Global and local learning from positive and unlabeled examples. 2373-2392 - Liyun Lu, Qiang Lin, Huimin Pei, Ping Zhong:
The aLS-SVM based multi-task learning classifiers. 2393-2407 - Abdelhak Bousbaci, Nadjet Kamel:
Efficient data distribution and results merging for parallel data clustering in mapreduce environment. 2408-2428 - Hong Zhang, Xiaoming Wang, Jie Cao, Minan Tang, Yirong Guo:
A hybrid short-term traffic flow forecasting model based on time series multifractal characteristics. 2429-2440 - Zhi Chen, Tao Lin, Xin Xia, Hongyan Xu, Sha Ding:
A synthetic neighborhood generation based ensemble learning for the imbalanced data classification. 2441-2457 - Shuning Xing, Fangai Liu, Xiaohui Zhao, Tianlai Li:
Points-of-interest recommendation based on convolution matrix factorization. 2458-2469 - Pham Minh Chuan, Le Hoang Son, Mumtaz Ali, Tran Dinh Khang, Le Thanh Huong, Nilanjan Dey:
Link prediction in co-authorship networks based on hybrid content similarity metric. 2470-2486 - Ket Wei Yong, Malek Mouhoub:
Using conflict and support counts for variable and value ordering in CSPs. 2487-2500 - Zhongxu Hu, Youmin Hu, Bo Wu, Jie Liu, Dongmin Han, Thomas R. Kurfess:
Hand pose estimation with multi-scale network. 2501-2515 - Chunsheng Yang, Qingfeng Lou, Jie Liu, Yubin Yang, Qiangqiang Cheng:
Particle filtering-based methods for time to failure estimation with a real-world prognostic application. 2516-2526
Volume 48, Number 9, September 2018
- Luyi Bai, Lin Zhu, Weijia Jia:
Determining topological relations of uncertain spatiotemporal data based on counter-clock-wisely directed triangle. 2527-2545 - Christos Anagnostopoulos, Fotis Savva, Peter Triantafillou:
Scalable aggregation predictive analytics - A query-driven machine learning approach. 2546-2567 - Xin Xia, Tao Lin, Zhi Chen:
Maximum relevancy maximum complementary based ordered aggregation for ensemble pruning. 2568-2579 - Jorge Gálvez, Erik Cuevas, Omar Ávalos, Diego Oliva, Salvador Hinojosa:
Electromagnetism-like mechanism with collective animal behavior for multimodal optimization. 2580-2612 - Mridula Verma, Daya Ram Sahu, Kaushal Kumar Shukla:
VAGA: a novel viscosity-based accelerated gradient algorithm - Convergence analysis and applications. 2613-2627 - Subhodip Saha, V. Mukherjee:
A novel quasi-oppositional chaotic antlion optimizer for global optimization. 2628-2660 - Qingying Yu, Yonglong Luo, Chuanming Chen, Xiaohan Wang:
Trajectory outlier detection approach based on common slices sub-sequence. 2661-2680 - Yugal Kumar, Pradeep Kumar Singh:
Improved cat swarm optimization algorithm for solving global optimization problems and its application to clustering. 2681-2697 - Debasish Das, Dilip Kumar Pratihar, Gour Gopal Roy, Abhishek Rudra Pal:
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. 2698-2718 - Ruo-Li Tang, Xin Li:
Adaptive multi-context cooperatively coevolving in differential evolution. 2719-2729 - Kostas Kolomvatsos:
An intelligent scheme for assigning queries. 2730-2745 - Yu Guo, Huaitie Xiao:
Multiclass multiple kernel learning using hypersphere for pattern recognition. 2746-2754 - Asmae El Ghazi, Belaïd Ahiod:
Energy efficient teaching-learning-based optimization for the discrete routing problem in wireless sensor networks. 2755-2769 - Raheleh Khanduzi, Hamid Reza Maleki:
A novel bilevel model and solution algorithms for multi-period interdiction problem with fortification. 2770-2791 - Xiao Luo, Weimin Li, Wei Zhao:
Intuitive distance for intuitionistic fuzzy sets with applications in pattern recognition. 2792-2808 - Ahmad Jalili, Manijeh Keshtgari, Reza Akbari:
Optimal controller placement in large scale software defined networks based on modified NSGA-II. 2809-2823 - Nitin Kumar, Surendra Singh, Abhimanyu Kumar:
Random permutation principal component analysis for cancelable biometric recognition. 2824-2836 - Djamel Eddine Touil, Nadjiba Terki, Saadia Medouakh:
Learning spatially correlation filters based on convolutional features via PSO algorithm and two combined color spaces for visual tracking. 2837-2846 - Abir Chaabani, Slim Bechikh, Lamjed Ben Said:
A new co-evolutionary decomposition-based algorithm for bi-level combinatorial optimization. 2847-2872 - Hela Haj Mohamed, Samir Belaid, Wady Naanaa, Lotfi Ben Romdhane:
Local commute-time guided MDS for 3D non-rigid object retrieval. 2873-2883 - Min Li:
Example-based learning using heuristic orthogonal matching pursuit teaching mechanism with auxiliary coefficient representation for the problem of de-fencing and its affiliated applications. 2884-2893 - Yi Xiang, Yuren Zhou, Zefeng Chen:
A local search based restart evolutionary algorithm for finding triple product property triples. 2894-2911 - Muhammad Hameed Siddiqi:
Accurate and robust facial expression recognition system using real-time YouTube-based datasets. 2912-2929 - Naushad Varish, Arup Kumar Pal:
A novel image retrieval scheme using gray level co-occurrence matrix descriptors of discrete cosine transform based residual image. 2930-2953 - Hossein Moradi, Hossein Ebrahimpour-Komleh:
Development of a multi-objective optimization evolutionary algorithm based on educational systems. 2954-2966 - Daniel López Sánchez, Jorge Revuelta Herrero, Angélica González Arrieta, Juan M. Corchado:
Hybridizing metric learning and case-based reasoning for adaptable clickbait detection. 2967-2982 - Zeming Liang, Jianmin Gao, Hongquan Jiang, Xu Gao, Zhiyong Gao, Rongxi Wang:
A similarity-based method for remaining useful life prediction based on operational reliability. 2983-2995 - Wei Chen, Yun Wang, Pankaj Gupta, Mukesh Kumar Mehlawat:
A novel hybrid heuristic algorithm for a new uncertain mean-variance-skewness portfolio selection model with real constraints. 2996-3018 - Xiaobing Yu, Yiqun Lu:
A corner point-based algorithm to solve constrained multi-objective optimization problems. 3019-3037 - Fei Ding, Yi Zhuang:
Ego-network probabilistic graphical model for discovering on-line communities. 3038-3052 - Rashmi Chaudhry, Shashikala Tapaswi, Neetesh Kumar:
Forwarding Zone enabled PSO routing with Network lifetime maximization in MANET. 3053-3080 - Xu Zhou, Xiaohui Zhao, Yanheng Liu:
A multiobjective discrete bat algorithm for community detection in dynamic networks. 3081-3093 - Zhuo Wang, Songmin Gu, Xiaowei Xu:
GSLDA: LDA-based group spamming detection in product reviews. 3094-3107 - Xijiong Xie:
Regularized multi-view least squares twin support vector machines. 3108-3115 - Yanyan Lin, Han Liu, Qiaoyong Jiang:
Dynamic reference vectors and biased crossover use for inverse model based evolutionary multi-objective optimization with irregular Pareto fronts. 3116-3142 - Imene Djelloul, Zaki Sari, Khaled Latreche:
Uncertain fault diagnosis problem using neuro-fuzzy approach and probabilistic model for manufacturing systems. 3143-3160 - Zhi-Hong Deng:
An efficient structure for fast mining high utility itemsets. 3161-3177 - Alireza Nazemi, Samira Sukhtsaraie, Marzieh Mortezaee:
The neuro-dynamic scheme for solving general form of discrete time optimal control problems. 3178-3191
Volume 48, Number 10, October 2018
- Mohamed Idhammad, Karim Afdel, Mustapha Belouch:
Semi-supervised machine learning approach for DDoS detection. 3193-3208 - Sabit Anwar Zahin, Chowdhury Farhan Ahmed, Tahira Alam:
An effective method for classification with missing values. 3209-3230 - Mehdi Rezapoor Mirsaleh, Mohammad Reza Meybodi:
Assignment of cells to switches in cellular mobile network: a learning automata-based memetic algorithm. 3231-3247 - Yi Wang, Tao Li:
Improving semi-supervised co-forest algorithm in evolving data streams. 3248-3262 - Javad Hamidzadeh, Mona Moradi:
Improved one-class classification using filled function. 3263-3279 - Zhen Zhu, Long Chen, Chaochun Yuan, Changgao Xia:
Global replacement-based differential evolution with neighbor-based memory for dynamic optimization. 3280-3294 - Zhaojun Zhang, Funian Hu, Na Zhang:
Ant colony algorithm for satellite control resource scheduling problem. 3295-3305 - Yangtao Xue, Li Zhang, Bangjun Wang, Zhao Zhang, Fanzhang Li:
Nonlinear feature selection using Gaussian kernel SVM-RFE for fault diagnosis. 3306-3331 - Fanchao Kong, Xianwen Fang:
Pseudo almost periodic solutions of discrete-time neutral-type neural networks with delays. 3332-3345 - Harish Garg, Kamal Kumar:
Distance measures for connection number sets based on set pair analysis and its applications to decision-making process. 3346-3359 - Luyang Wang, Baoqun Yin, Aixin Guo, Hao Ma, Jie Cao:
Skip-connection convolutional neural network for still image crowd counting. 3360-3371 - Ali Tabarzad, Ali Hamzeh:
Incremental community miner for dynamic networks. 3372-3393 - Jyotsana Grover, Madasu Hanmandlu:
New evolutionary optimization method based on information sets. 3394-3410 - Hadi Shakibian, Nasrollah Moghadam Charkari, Saeed Jalili:
Multi-kernel one class link prediction in heterogeneous complex networks. 3411-3428 - Ronghui Wu, Zhan He:
Top-k high average-utility itemsets mining with effective pruning strategies. 3429-3445 - Jagdish Chand Bansal, Susheel Kumar Joshi, Atulya K. Nagar:
Fitness varying gravitational constant in GSA. 3446-3461 - Gehad Ismail Sayed, Ghada Khoriba, Mohamed H. Haggag:
A novel chaotic salp swarm algorithm for global optimization and feature selection. 3462-3481 - Imran Fareed Nizami, Muhammad Majid, Khawar Khurshid:
New feature selection algorithms for no-reference image quality assessment. 3482-3501 - Mohammad Masoud Javidi, Fatemeh Zarisfi Kermani:
Utilizing the advantages of both global and local search strategies for finding a small subset of features in a two-stage method. 3502-3522 - Jun Gao, Yi Lu Murphey, Honghui Zhu:
Multivariate time series prediction of lane changing behavior using deep neural network. 3523-3537 - Aliaksandr Barushka, Petr Hájek:
Spam filtering using integrated distribution-based balancing approach and regularized deep neural networks. 3538-3556 - Delel Rhouma, Lotfi Ben Romdhane:
An efficient multilevel scheme for coarsening large scale social networks. 3557-3576 - Mengxiao Ding, Youlong Yang, Zhiqing Lan:
Multi-label imbalanced classification based on assessments of cost and value. 3577-3590 - Jun Zheng:
An output mapping variable fidelity metamodeling approach based on nested Latin hypercube design for complex engineering design optimization. 3591-3611 - Wuwen Qian, Junrui Chai, Zengguang Xu, Ziying Zhang:
Differential evolution algorithm with multiple mutation strategies based on roulette wheel selection. 3612-3629 - Xiang-Yang Wang, Li-xian Jiao, Xuebing Wang, Hong-Ying Yang, Pan-Pan Niu:
A new keypoint-based copy-move forgery detection for color image. 3630-3652 - Marlon Paolo Lima, Ricardo H. C. Takahashi, Marcos Augusto M. Vieira, Eduardo G. Carrano:
Hybrid multicriteria algorithms applied to structural design of wireless local area networks. 3653-3671 - Carolina Gil Marcelino, Paulo E. M. de Almeida, Elizabeth F. Wanner, Manuel Baumann, Marcel Weil, Leonel M. Carvalho, Vladimiro Miranda:
Solving security constrained optimal power flow problems: a hybrid evolutionary approach. 3672-3690 - Jerry Chun-Wei Lin, Yinan Shao, Philippe Fournier-Viger, Youcef Djenouri, Xiangmin Guo:
Maintenance algorithm for high average-utility itemsets with transaction deletion. 3691-3706 - Ricardo Pérez-Rodríguez, Arturo Hernández Aguirre:
A hybrid estimation of distribution algorithm for flexible job-shop scheduling problems with process plan flexibility. 3707-3734 - Sondre Glimsdal, Ole-Christoffer Granmo:
A Bayesian network based solution scheme for the constrained Stochastic On-line Equi-Partitioning Problem. 3735-3747 - Yasser F. O. Mohammad, Kazunori Matsumoto, Keiichiro Hoashi:
Primitive activity recognition from short sequences of sensory data. 3748-3761 - Mohamed A. Tawhid, Vimal J. Savsani:
A novel multi-objective optimization algorithm based on artificial algae for multi-objective engineering design problems. 3762-3781 - Aihong Ren, Yuping Wang:
A new approach based on possibilistic programming technique and fractile optimization for bilevel programming in a hybrid uncertain circumstance. 3782-3796 - Tengfei Liu, Shuangyuan Yu, Baomin Xu, Hongfeng Yin:
Recurrent networks with attention and convolutional networks for sentence representation and classification. 3797-3806 - Nguyen Huu Quynh, Quynh Dao Thi Thuy, Canh Phuong Van, Can Nguyen Van, Tao Ngo Quoc:
An efficient image retrieval method using adaptive weights. 3807-3826 - Hong Zhang, Xiaoming Wang, Jie Cao, Minan Tang, Yirong Guo:
A multivariate short-term traffic flow forecasting method based on wavelet analysis and seasonal time series. 3827-3838 - Wei Zheng, Yanyan Tan, Lili Meng, Huaxiang Zhang:
An improved MOEA/D design for many-objective optimization problems. 3839-3861
Volume 48, Number 11, November 2018
- Haibin Ouyang, Liqun Gao, Steven Li:
Amended harmony search algorithm with perturbation strategy for large-scale system reliability problems. 3863-3888 - Minyoung Kim:
Dynamic sparse coding for sparse time-series modeling via first-order smooth optimization. 3889-3901 - Trang Van, Atsuo Yoshitaka, Bac Le:
Mining web access patterns with super-pattern constraint. 3902-3914 - Bahram Farhadinia, Zeshui Xu:
Novel hesitant fuzzy linguistic entropy and cross-entropy measures in multiple criteria decision making. 3915-3927 - Rituparna Chutia:
Fuzzy risk analysis using similarity measure of interval-valued fuzzy numbers and its application in poultry farming. 3928-3949 - Yafei Song, Xiaodan Wang, Jingwei Zhu, Lei Lei:
Sensor dynamic reliability evaluation based on evidence theory and intuitionistic fuzzy sets. 3950-3962 - Jipeng Qiang, Yun Li, Yunhao Yuan, Wei Liu:
Snapshot ensembles of non-negative matrix factorization for stability of topic modeling. 3963-3975 - Roxane Koitz, Franz Wotawa:
Applying algorithm selection to abductive diagnostic reasoning. 3976-3994 - Dipanjana Sengupta, Amrit Das, Uttam Kumar Bera:
A gamma type-2 defuzzification method for solving a solid transportation problem considering carbon emission. 3995-4022 - Zhenxia Xue, Roxin Zhang, Chuandong Qin, Xiaoqing Zeng:
A rough ν-twin support vector regression machine. 4023-4046 - Laith Mohammad Abualigah, Ahamad Tajudin Khader, Essam Said Hanandeh:
Hybrid clustering analysis using improved krill herd algorithm. 4047-4071 - Wei Zhong, Yi Zhuang, Jian Sun, Jingjing Gu:
A load prediction model for cloud computing using PSO-based weighted wavelet support vector machine. 4072-4083 - Fangwei Zhang, Jihong Chen, Yuhua Zhu, Ziyi Zhuang, Jiaru Li:
Generalized score functions on interval-valued intuitionistic fuzzy sets with preference parameters for different types of decision makers and their application. 4084-4095 - Hugo Lewi Hammer, Anis Yazidi:
Parameter estimation in abruptly changing dynamic environments using stochastic learning weak estimator. 4096-4112 - Tao Zhang, Jie Zou, Wenjing Jia:
Fast and robust road sign detection in driver assistance systems. 4113-4127 - Yongming Li, Tingjie Xie, Pin Wang, Jie Wang, Shujun Liu, Xichuan Zhou, Xinzheng Zhang:
Joint spectral-spatial hyperspectral image classification based on hierarchical subspace switch ensemble learning algorithm. 4128-4148 - Chao Lu, Liang Gao, Xinyu Li, Bing Zeng, Feng Zhou:
A hybrid multi-objective evolutionary algorithm with feedback mechanism. 4149-4173 - Sajad Haghzad Klidbary, Saeed Bagheri Shouraki:
A novel adaptive learning algorithm for low-dimensional feature space using memristor-crossbar implementation and on-chip training. 4174-4191 - Jiatang Cheng, Lei Wang, Qiaoyong Jiang, Yan Xiong:
A novel cuckoo search algorithm with multiple update rules. 4192-4211 - Deepak Gupta, Bharat Richhariya:
Entropy based fuzzy least squares twin support vector machine for class imbalance learning. 4212-4231 - Di Xue, Lifa Wu, Zheng Hong, Shize Guo, Liang Gao, Zhiyong Wu, Xiaofeng Zhong, Jianshan Sun:
Deep learning-based personality recognition from text posts of online social networks. 4232-4246 - Zhenchong Zhao, Xiaodan Wang:
Cost-sensitive SVDD models based on a sample selection approach. 4247-4266 - Sergio Ivvan Valdez, José L. Marroquín, Salvador Botello, Noé Faurrieta:
A meta-heuristic for topology optimization using probabilistic learning. 4267-4287 - Changwu Huang, Bouchaib Radi, Abdelkhalak El Hami, Hao Bai:
CMA evolution strategy assisted by kriging model and approximate ranking. 4288-4304 - Cheng Jiang, Wei Chen, Jun Zhang:
A novel link prediction method for supervising transitivity process. 4305-4316 - Hamid Parvin, Samad Nejatian, Majid Mohamadpour:
Explicit memory based ABC with a clustering strategy for updating and retrieval of memory in dynamic environments. 4317-4337 - Michael W. Floyd, Babak Esfandiari:
Supplemental observation acquisition for learning by observation agents. 4338-4354 - Oviliani Yenty Yuliana, Chia-Hui Chang:
A novel alignment algorithm for effective web data extraction from singleton-item pages. 4355-4370 - Meng Liu, Dantong Ouyang, Liming Zhang:
A novel approach for improving quality of health state with difference degree in circuit diagnosis. 4371-4381 - Pranjal S. Bogawar, Kishor K. Bhoyar:
An improved multiclass support vector machine classifier using reduced hyper-plane with skewed binary tree. 4382-4391 - Anis Yazidi, Hugo Lewi Hammer:
Solving stochastic nonlinear resource allocation problems using continuous learning automata. 4392-4411 - Venkatesh Pandiri, Alok Singh:
A swarm intelligence approach for the colored traveling salesman problem. 4412-4428 - Osama Ahmad Alomari, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar, Mohammed A. Awadallah:
A novel gene selection method using modified MRMR and hybrid bat-inspired algorithm with β-hill climbing. 4429-4447 - Sajad Ahmadian, Majid Meghdadi, Mohsen Afsharchi:
Incorporating reliable virtual ratings into social recommendation systems. 4448-4469 - Yong Wang, Jeffrey B. Remmel:
An iterative algorithm to eliminate edges for traveling salesman problem based on a new binomial distribution - Eliminating edges for TSP. 4470-4484 - Xiang Wu, Xianhui Liu, Yufei Chen, Jianan Shen, Weidong Zhao:
A graph based superpixel generation algorithm. 4485-4496 - Somayeh Alizadeh, Ala Norani:
ICMA: a new efficient algorithm for process model discovery. 4497-4514 - Cheng-Hsiung Weng, Tony Cheng-Kui Huang:
Observation of sales trends by mining emerging patterns in dynamic markets. 4515-4529
Volume 48, Number 12, December 2018
- Man Gao, Ling Chen, Bin Li, Wei Liu:
A link prediction algorithm based on low-rank matrix completion. 4531-4550 - Amir M. Mir, Jalal A. Nasiri:
KNN-based least squares twin support vector machine for pattern classification. 4551-4564 - Jun Ou, Yujian Li, Chengkai Shen:
Unlabeled PCA-shuffling initialization for convolutional neural networks. 4565-4576 - Ilef Ben Slima, Amel Borgi:
Supervised methods for regrouping attributes in fuzzy rule-based classification systems. 4577-4593 - Faruk Karaaslan, Khizar Hayat:
Some new operations on single-valued neutrosophic matrices and their applications in multi-criteria group decision making. 4594-4614 - Ping Zhang, Wanfu Gao, Guixia Liu:
Feature selection considering weighted relevancy. 4615-4625 - Anna A. Gorbenko, Vladimir Yu. Popov:
Reduction of the uncertainty in feature tracking. 4626-4645 - Xiaoli Zhao, Jenq-Neng Hwang, Zhijun Fang, Guozhong Wang:
Gradient-based adaptive particle swarm optimizer with improved extremal optimization. 4646-4659 - Hanene Boukerma, Christophe Choisy, Nadir Farah, Mohamed Cheriet:
The efficiency of the NSHPZ-HMM: theoretical and practical study. 4660-4677 - Heng-Ru Zhang, Fan Min, Yan-Xue Wu, Zhuo-Lin Fu, Lei Gao:
Magic barrier estimation models for recommended systems under normal distribution. 4678-4693 - Duy-Tai Dinh, Bac Le, Philippe Fournier-Viger, Van-Nam Huynh:
An efficient algorithm for mining periodic high-utility sequential patterns. 4694-4714 - Vinod Kumar Chauhan, Anuj Sharma, Kalpana Dahiya:
Faster learning by reduction of data access time. 4715-4729 - Georgios K. Pitsilis, Heri Ramampiaro, Helge Langseth:
Effective hate-speech detection in Twitter data using recurrent neural networks. 4730-4742 - Pasi Fränti, Sami Sieranoja:
K-means properties on six clustering benchmark datasets. 4743-4759 - Gaurav Srivastava, Alok Singh:
Boosting an evolution strategy with a preprocessing step: application to group scheduling problem in directional sensor networks. 4760-4774 - Youcef Djenouri, Djamel Djenouri, Asma Belhadi, Philippe Fournier-Viger, Jerry Chun-Wei Lin:
A new framework for metaheuristic-based frequent itemset mining. 4775-4791 - Sarzamin Khan, Sheraz Anjum, Usman Ali Gulzari, Farruh Ishmanov, Maurizio Palesi, Muhammad Khalil Afzal:
An optimized hybrid algorithm in term of energy and performance for mapping real time workloads on 2d based on-chip networks. 4792-4804 - Quang-Huy Duong, Heri Ramampiaro, Kjetil Nørvåg:
Applying temporal dependence to detect changes in streaming data. 4805-4823 - Md. Shafaeat Hossain, Jundong Chen, Khandaker Rahman:
On enhancing serial fusion based multi-biometric verification system. 4824-4833 - Fanchao Kong, Xianwen Fang, Zaitao Liang:
Dynamic behavior of a class of neutral-type neural networks with discontinuous activations and time-varying delays. 4834-4854 - Yupeng Li, Guo Cao, Qian Yu, Xuesong Li:
Active contours driven by non-local Gaussian distribution fitting energy for image segmentation. 4855-4870 - Harish Garg, Nancy:
Some hybrid weighted aggregation operators under neutrosophic set environment and their applications to multicriteria decision-making. 4871-4888 - Xingyu Zhao, Shifei Ding, Yuexuan An, Weikuan Jia:
Asynchronous reinforcement learning algorithms for solving discrete space path planning problems. 4889-4904 - Hoda Mashayekhi:
Collaborative fuzzy clustering of distributed concept-drifting dynamic data using a gossip-based approach. 4905-4922 - Ao Zhang, Xianwen Gao:
Supervised data-dependent kernel sparsity preserving projection for image recognition. 4923-4936 - Binhui Chen, Rong Qu, Ruibin Bai, Wasakorn Laesanklang:
A hyper-heuristic with two guidance indicators for bi-objective mixed-shift vehicle routing problem with time windows. 4937-4959 - S. Priyanka, M. S. Sudhakar:
Geometrically modeled derivative feature descriptor aiding supervised shape retrieval. 4960-4975 - Juan A. Ramirez-Quintana, Mario Ignacio Chacon Murguia, Graciela María de Jesús Ramírez Alonso:
Adaptive background modeling of complex scenarios based on pixel level learning modeled with a retinotopic self-organizing map and radial basis mapping. 4976-4997 - Aijun Bai, Feng Wu, Xiaoping Chen:
Posterior sampling for Monte Carlo planning under uncertainty. 4998-5018 - Zahra Kamranian, Ahmad Reza Naghsh-Nilchi, S. Amirhassan Monadjemi, Nassir Navab:
Iterative algorithm for interactive co-segmentation using semantic information propagation. 5019-5036
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