Volume 37, Number 6, June 2022
Trajectory tracking control of underactuated tendon-driven truss-like manipulator based on type-1 and interval type-2 fuzzy logic approach.

Shuchen Ding Li Peng Jiwei Wen Huarong Zhao Rongqiang Liu

A novel divergence measure of mass function for conflict management.

Zichong Chen Rui Cai

Online dependence clustering of multivariate streaming data using one-class SVMs.

Geonseok Lee Kichun Lee

A multiapproach generalized framework for automated solution suggestion of support tickets.

Syed S. Ali Zaidi Muhammad Moazam Fraz Muhammad Shahzad Sharifullah Khan

Development of physical property prediction models for polypropylene composites with optimizing random forest hyperparameters.

Chonghyo Joo Hyundo Park Jongkoo Lim Hyungtae Cho Junghwan Kim

Rise of multiattribute decision-making in combating COVID-19: A systematic review of the state-of-the-art literature.

Mohammed Assim Alsalem Rawia Mohammed Osamah Shihab Albahri Aws Alaa Zaidan Abdullah Hussein Alamoodi Kareem Abbas Dawood Alhamzah Alnoor Ahmed Shihab Albahri Bilal Bahaa Zaidan Uwe Aickelin Hassan A. Alsattar Mamoun Alazab Fawaz Jumaah

An integrated group decision-making framework for selecting cloud service providers based on regret theory and EVAMIX with hybrid information.

Zhengmin Liu Di Wang Wenxin Wang Peide Liu

An interpretable outcome prediction model based on electronic health records and hierarchical attention.

Juan Du Dajian Zeng Zhao Li Jingxuan Liu Mingqi Lv Ling Chen Dan Zhang Shouling Ji

Better constraints of imperceptibility, better adversarial examples in the text.

Wenqi Wang Lina Wang Run Wang Aoshuang Ye Jianpeng Ke

Information consistent degree-based clustering method for large-scale group decision-making with linear uncertainty distributions information.

Yanxin Xu Zaiwu Gong Guo Wei Weiwei Guo Enrique Herrera-Viedma

SAN: Attention-based social aggregation neural networks for recommendation system.

Nan Jiang Li Gao Fuxian Duan Jie Wen Tao Wan Honglong Chen

Interval modelling in optimization of k- N N classifiers for large number of attributes in data sets on an example of DNA microarrays.

Urszula Bentkowska Jan G. Bazan Lech Zareba Jerzy Socha Stanislawa Bazan-Socha Marcin Mrukowicz

Attribute-scale selection for hybrid data with test cost constraint: The approach and uncertainty measures.

Shujiao Liao Yidong Lin Jinjin Li Huiling Li Yuhua Qian

CapsNet meets ORB: A deformation-tolerant baseline for recognizing distorted targets.

Zhongqi Lin Wanlin Gao Jingdun Jia Feng Huang

Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns.

Zenglin Qiao Weifeng Shan Nan Jiang Ali Asghar Heidari Huiling Chen Yuntian Teng Hamza Turabieh Majdi M. Mafarja

Cover: International Journal of Intelligent Systems, Volume 37 Issue 6 June 2022.

Chonghyo Joo Hyundo Park Jongkoo Lim Hyungtae Cho Junghwan Kim


Volume 37, Number 5, May 2022
PR-NET: Progressively-refined neural network for image manipulation localization.

Zenan Shi Chaoqun Chang Haipeng Chen Xiaoyu Du Hanwang Zhang

Attention-guided transformation-invariant attack for black-box adversarial examples.

Jiaqi Zhu Feng Dai Lingyun Yu Hongtao Xie Lidong Wang Bo Wu Yongdong Zhang

Semisupervised image classification by mutual learning of multiple self-supervised models.

Jian Zhang Jianing Yang Jun Yu Jianping Fan

Can you trust what you hear: Effects of audio-attacks on voice-to-face generation system.

Yanxiang Chen Yupeng Zhu Pengcheng Zhao Jinlin Guo

MC-Net: Learning mutually-complementary features for image manipulation localization.

Dengyun Xu Xuanjing Shen Yingda Lyu Xiaoyu Du Fuli Feng

A blockchain-based privacy-preserving authentication system for ensuring multimedia content integrity.

Xudong Li Lingbo Wei Lidong Wang Ying Ma Chi Zhang Muhammad Sohail

Toward fine-grained access control and privacy protection for video sharing in media convergence environment.

Farooq Ahmed Lingbo Wei Yukun Niu Tianyu Zhao Wei Zhang Dong Zhang Wenxiang Dong

Exploring lottery ticket hypothesis in media recommender systems.

Yanfang Wang Yongduo Sui Xiang Wang Zhenguang Liu Xiangnan He

Efficient virtual data search for annotation-free vehicle reidentification.

Zhijing Wan Xin Xu Zheng Wang Toshihiko Yamasaki Xiaolong Zhang Ruimin Hu

Bidirectional difference locating and semantic consistency reasoning for change captioning.

Yaoqi Sun Liang Li Tingting Yao Tongyv Lu Bolun Zheng Chenggang Yan Hua Zhang Yongjun Bao Guiguang Ding Gregory G. Slabaugh

Fine-grained semantic ethnic costume high-resolution image colorization with conditional GAN.

Di Wu Jianhou Gan Juxiang Zhou Jun Wang Wei Gao

Visual feature synthesis with semantic reconstructor for traditional and generalized zero-shot object classification.

Ye Zhao Tingting Xu Xueliang Liu Dan Guo Zhenzhen Hu Hengchang Liu Yicong Li

Guest Editorial: Intelligent information processing and services in media convergence.

Meng Wang Chi Zhang Shijie Hao Jun Yu Tingting Mu

Cover: International Journal of Intelligent Systems, Volume 37 Issue 5 May 2022.

Zhijing Wan Xin Xu Zheng Wang Toshihiko Yamasaki Xiaolong Zhang Ruimin Hu


Volume 37, Number 4, April 2022
"The following articles for this Special Issue were published before this collection was released. They can be found in their respective issues or online.".

Environment adaptive deployment of water quality sensor networks.

Qian Sun Fengbo Yang Xingyun Yu Xiaoyi Wang Jiping Xu Ning Cao Huiyan Zhang Li Wang Jiabin Yu

A fuzzy aspect-based approach for recommending hospitals.

Jesús Serrano-Guerrero Mohammad Bani-Doumi Francisco P. Romero José Angel Olivas

Comparing global news sentiment using hesitant linguistic terms.

Jennifer Nguyen Albert Armisen Núria Agell Ángel Saz-Carranza

Choquet integral-based measures of economic welfare and species diversity.

Gleb Beliakov Simon James

Improving the understanding of cancer in a descriptive way: An emerging pattern mining-based approach.

Antonio Manuel Trasierras José María Luna Sebastián Ventura

Boosting training for PDF malware classifier via active learning.

Yuanzhang Li Xinxin Wang Zhiwei Shi Ruyun Zhang Jingfeng Xue Zhi Wang

Social-trust-aware variational recommendation.

Joojo Walker Fengli Zhang Fan Zhou Ting Zhong

Similarity-trust network for clustering-based consensus group decision-making model.

Wan Syahimi Afiq Wan Ahlim Nor Hanimah Kamis Sharifah Aniza Sayed Ahmad Francisco Chiclana

Using self-organising maps to predict and contain natural disasters and pandemics.

Raymond Moodley Francisco Chiclana Fabio Caraffini Mario Gongora

A novel fuzzy-based structured framework for sustainable operation and environmental friendly production in coal-fired power industry.

Dilbagh Panchal Prasenjit Chatterjee Dragan Pamucar Morteza Yazdani

A time-driven FCA-based approach for identifying students' dropout in MOOCs.

Carlo Blundo Giuseppe Fenza Graziano Fuccio Vincenzo Loia Francesco Orciuoli

Applications of computational intelligence-based systems for societal enhancement.

Fabio Caraffini Francisco Chiclana Raymond Moodley Mario Gongora


Volume 37, Number 3, March 2022
Nowcasting influenza-like illness (ILI) via a deep learning approach using google search data: An empirical study on Taiwan ILI.

Yuxin He Yang Zhao Yupeng Chen Hsiang-Yu Yuan Kwok-Leung Tsui

Fermatean fuzzy Heronian mean operators and MEREC-based additive ratio assessment method: An application to food waste treatment technology selection.

Pratibha Rani Arunodaya Raj Mishra Abhijit Saha Ibrahim M. Hezam Dragan Pamucar

Multi-scale graph capsule with influence attention for information cascades prediction.

Xueqin Chen Fengli Zhang Fan Zhou Marcello M. Bonsangue

A multitarget backdooring attack on deep neural networks with random location trigger.

Xiao Yu Liu Cong Mingwen Zheng Yajie Wang Xinrui Liu Song Shuxiao Ma Yuexuan Zheng Jun

A fine-grained and traceable multidomain secure data-sharing model for intelligent terminals in edge-cloud collaboration scenarios.

Haipeng Sun Yu-an Tan Liang Zhu Qikun Zhang Yuanzhang Li Shangbo Wu

Exponentially-spider monkey optimization based allocation of resource in cloud.

Parsi Kalpana S. Nagendra Prabhu Vijayakumar Polepally Jagannadha Rao D. B.

Adaptive query relaxation and top-k result sorting of fuzzy spatiotemporal data based on XML.

Luyi Bai Xinyi Duan Bin Qin

Distance measure on intuitionistic fuzzy sets and its application in decision-making, pattern recognition, and clustering problems.

Brindaban Gohain Rituparna Chutia Palash Dutta

A new approach to three-way decisions making based on fractional fuzzy decision-theoretical rough set.

Saleem Abdullah Mohammed M. Al-Shomrani Peide Liu Sheraz Ahmad

ME-MADDPG: An efficient learning-based motion planning method for multiple agents in complex environments.

Kaifang Wan Dingwei Wu Bo Li Xiaoguang Gao Zijian Hu Daqing Chen

A comprehensive review of federated learning for COVID-19 detection.

Sadaf Naz Khoa Tran Phan Yi-Ping Phoebe Chen

Ensemble mutation slime mould algorithm with restart mechanism for feature selection.

Heming Jia Wanying Zhang Rong Zheng Shuang Wang Xin Leng Ning Cao

Bin similarity-based domain adaptation for fine-grained image classification.

Tianyu Han Lifeng Zhang Shixiang Jia

Defective and nondefective classif ication of fabric images using shallow and deep networks.

Mahantesh C. Elemmi Basavaraj S. Anami Naveen N. Malvade

Boundary-based Fuzzy-SVDD for one-class classification.

Dongdong Li Xinlei Xu Zhe Wang Chenjie Cao Minguang Wang

Recurrent spiking neural network with dynamic presynaptic currents based on backpropagation.

Zijian Wang Yanting Zhang Haibo Shi Lei Cao Cairong Yan Guangwei Xu

Error model and simulation for multisource fusion indoor positioning.

Haojun Ai Jingjie Tao Shan Ai Tianshui Xu Ning Li Kaifeng Tang Sheng Zhang Yuhong Yang Shengchen Li

Multipartition clustering of mixed data with Bayesian networks.

Fernando Rodriguez-Sanchez Concha Bielza Pedro Larrañaga

Deep image compression with lifting scheme: Wavelet transform domain based on high-frequency subband prediction.

M. I. Anju J. Mohan

A novel TMGWO-SLBNC-based multidimensional feature subset selection and classification framework for frequent diagnosis of breast lesion abnormalities.

Marwa M. Ahmed Thangam Palaniswamy

SVNMPR: A new single-valued neutrosophic multiplicative preference relation and their application to decision-making process.

Harish Garg

Optimal allocation of distributed generation and electric vehicle charging stations-based SPOA2B approach.

I. Thangaraju

Inequality distance hyperplane multiclass support vector machines.

Wangyong Lv Tingting Li Huali Ren Shijing Zeng Jiao Zhou

Knowledge structure enhanced graph representation learning model for attentive knowledge tracing.

Wenbin Gan Yuan Sun Yi Sun

Multiple criteria choice modeling using the grounds of T-spherical fuzzy REGIME analysis.

Ting-Yu Chen

Supermarket fresh food suppliers evaluation and selection with multigranularity unbalanced hesitant fuzzy linguistic information based on prospect theory and evidential theory.

Lili Rong Lei Wang Peide Liu

New distance measure for Fermatean fuzzy sets and its application.

Zhan Deng Jianyu Wang

Motif-based embedding label propagation algorithm for community detection.

Chunying Li Yong Tang Zhikang Tang Jinli Cao Yanchun Zhang

A multimodal architecture using Adapt-HKFCT segmentation and feature-based chaos integrated deep neural networks (Chaos-DNN-SPOA) for contactless biometricpalm vein recognition system.

M. Rajalakshmi K. Annapurani Panaiyappan

Improved generalized dissimilarity measure-based VIKOR method for Pythagorean fuzzy sets.

Muhammad Jabir Khan Muhammad Irfan Ali Poom Kumam Wiyada Kumam Muhammad Aslam José Carlos R. Alcantud


Volume 37, Number 2, February 2022
Erratum to: An improved random forest algorithm and its application to wind pressure prediction.

Lang Li Tiancai Liang Shan Ai Xiangyan Tang

Assessing farmers' perception to Agriculture 4.0 technologies: A new interval-valued spherical fuzzy sets based approach.

Melike Erdogan

Design of efficient multiobjective binary PSO algorithms for solving multi-item capacitated lot-sizing problem.

Hanen Ben Ammar Wafa Ben Yahia Omar Ayadi Faouzi Masmoudi

Accelerating exact nearest neighbor search in high dimensional Euclidean space via block vectors.

Haowen Zhang Yabo Dong Duanqing Xu

Semi-supervised multiple empirical kernel learning with pseudo empirical loss and similarity regularization.

Wei Guo Zhe Wang Menghao Ma Lilong Chen Hai Yang Dongdong Li Wenli Du

Sensor network oriented human motion capture via wearable intelligent system.

Sen Qiu Hongkai Zhao Nan Jiang Donghui Wu Guangcai Song Hongyu Zhao Zhelong Wang

Multicriteria recommendation based on bacterial foraging optimization.

Shuang Geng Xiaofu He Yixin Wang Hong Wang Ben Niu Kris M. Y. Law

Multistage semantic-aware image inpainting with stacked generator networks.

Yongpeng Ren Hongping Ren Canghong Shi Xian Zhang Xi Wu Xiaojie Li Jiancheng Lv Jiliu Zhou Imran Mumtaz

NAGNN: Classification of COVID-19 based on neighboring aware representation from deep graph neural network.

Siyuan Lu Ziquan Zhu Juan Manuel Górriz Shui-Hua Wang Yu-Dong Zhang

Secure data stream transmission method for cell pathological image storage system.

Yuejin Zhang Yu Zhao Guanxiang Yin Xiaohui Guan Meiling Zhong Guanghui Li

Aczel-Alsina aggregation operators and their application to intuitionistic fuzzy multiple attribute decision making.

Tapan Senapati Guiyun Chen Ronald R. Yager

Deep Dual Support Vector Data description for anomaly detection on attributed networks.

Fengbin Zhang Haoyi Fan Ruidong Wang Zuoyong Li Tiancai Liang

Granulized Z-OWA aggregation operator and its application in fuzzy risk assessment.

Ashish Garg Jhareswar Maiti Akhilesh Kumar

EviChain: A scalable blockchain for accountable intelligent surveillance systems.

Jiaping Yu Haiwen Chen Kui Wu Tongqing Zhou Zhiping Cai Fang Liu

A new structure of the focal element in object recognition.

Hongfeng Long Zhenming Peng Yong Deng

Rough approximation-based inventory optimization with random prices for B2C companies during the promotion period.

Hong Liu Xudong Chen

Label entropy-based cooperative particle swarm optimization algorithm for dynamic overlapping community detection in complex networks.

Wenchao Jiang Shucan Pan Chaohai Lu Zhiming Zhao Sui Lin Meng Xiong Zhongtang He

Modified neural network algorithm based robust design of AVR system using the Kharitonov theorem.

Amrit Kaur Bhullar Ranjit Kaur Swati Sondhi

Verifiable data streaming with efficient update for intelligent automation systems.

Meixia Miao Jianghong Wei Jiaojiao Wu Kuan-Ching Li Willy Susilo

Dynamic incentive mechanism design for regulation-aware systems.

Sixuan Dang Sheng Cao Jingwei Li Xiaosong Zhang

A PCA-NPOGBDT strategy-based protection scheme to differentiate between inverter and distribution line faults plus detection and identification of faulty section in microgrid.

Singaram Gopinath Balakrishnan Pappan

A novel weighted spatial T-spherical fuzzy C-means algorithms with bias correction for image segmentation.

Sidong Xian Yue Cheng Kaiyuan Chen

Semantic-aware automatic image colorization via unpaired cycle-consistent self-supervised network.

Yuxuan Xiao Aiwen Jiang Changhong Liu Mingwen Wang

PSSPR: A source location privacy protection scheme based on sector phantom routing in WSNs.

Yuling Chen Jing Sun Yixian Yang Tao Li Xinxin Niu Huiyu Zhou

Research on intelligent calculation method of intelligent traffic flow index based on big data mining.

Botao Tu Yu Zhao Guanxiang Yin Nan Jiang Guanghui Li Yuejin Zhang

AHNA: Adaptive representation learning for attributed heterogeneous networks.

Lin Shu Chuan Chen Xingxing Xing Xiangke Liao Zibin Zheng

Multi-choice best-worst multi-criteria decision-making method and its applications.

Md. Gulzarul Hasan Zubair Ashraf Mohammad Faisal Khan

Spare simple MKKM with semi-infinite linear program optimization.

Yuxin Huang Miaomiao Li Wenxuan Tu Jiyuan Liu Jiahao Ying

Hidden service publishing flow homology comparison using profile-hidden markov model.

Yitong Meng Jinlong Fei

Fault section diagnosis of power systems with logical operation binary gaining-sharing knowledge-based algorithm.

Guojiang Xiong Xufeng Yuan Ali Wagdy Mohamed Jing Zhang


Volume 37, Number 1, January 2022
Retraction: Optimizing the convolutional network layers using the Viola-Jones framework and ternary weight networks.

Neutrality aggregation operators based on complex q-rung orthopair fuzzy sets and their applications in multiattribute decision-making problems.

Harish Garg Amir H. Gandomi Zeeshan Ali Tahir Mahmood

Adaptive partial graph learning and fusion for incomplete multi-view clustering.

Xiao Zheng Xinwang Liu Jiajia Chen En Zhu

Dual-branch mutual assistance network for salient object detection.

Zhaojian Yao Luping Wang

Deep computation model to the estimation of sulphur dioxide for plant health monitoring in IoT.

Ramesh Karnati Hanumantu Joga Rao Ponnusamy Gnanaprakasam Om Prakash Balajee Maram

Deep node ranking for neuro-symbolic structural node embedding and classification.

Blaz Skrlj Jan Kralj Janez Konc Marko Robnik-Sikonja Nada Lavrac

Neutrino-like particle for particle swarm optimization.

Hao-Chun Lu Hsuan-Yu Tseng Liming Yao

DADCNet: Dual attention densely connected network for more accurate real iris region segmentation.

Ying Chen Huimin Gan Zhuang Zeng Huiling Chen

Multi-agent reinforcement learning via knowledge transfer with differentially private noise.

Zishuo Cheng Dayong Ye Tianqing Zhu Wanlei Zhou Philip S. Yu Congcong Zhu

Consciousness-driven reinforcement learning: An online learning control framework.

Xiaoyang Wang Xiufen Ye

AIoU: Adaptive bounding box regression for accurate oriented object detection.

Nu Wen Renzhong Guo Ding Ma Xiang Ye Biao He

Aviation maintenance technician scheduling with personnel satisfaction based on interactive multi-swarm bacterial foraging optimization.

Ben Niu Bowen Xue Tianwei Zhou Mijat Kustudic

A group key agreement protocol for intelligent internet of things system.

Qikun Zhang Liang Zhu Yongjiao Li Zhaorui Ma Junling Yuan Jun Zheng Shan Ai

Constructing ontologies by mining deep semantics from XML Schemas and XML instance documents.

Fu Zhang Qiang Li

Dual hesitant Z-number (DHZN), correlated distance, and risk quantification.

Souvik Das Ashish Garg Yash Khorania Jhareswar Maiti

A novel hesitant fuzzy linguistic hybrid cloud model and extended best-worst method for multicriteria decision making.

Tongtong Zhou Zhihua Chen Xinguo Ming

Privacy-preserving convolutional neural network prediction with low latency and lightweight users.

Furong Li Yange Chen Pu Duan Benyu Zhang Zhiyong Hong Yupu Hu Baocang Wang

A novel approach towards bipolar complex fuzzy sets and their applications in generalized similarity measures.

Tahir Mahmood Ubaid ur Rehman

On the game-theoretic analysis of distributed generative adversarial networks.

Zhongguo Li Zhen Dong Wen-Hua Chen Zhengtao Ding

Portfolio selection as a multicriteria group decision making in Pythagorean fuzzy environment with GRA and FAHP framework.

Tapas Kumar Paul Madhumangal Pal Chiranjibe Jana

Landscape estimation of solidity version usage on Ethereum via version identification.

Zhenzhou Tian Jie Tian Zhongmin Wang Yanping Chen Hong Xia Lingwei Chen

Visual features and Deep Maxout Network-based moving target detection using radar signals under sea clutter.

Battula Tirumala Krishna Eppili Jaya

L-fuzzy congruence classes in universal algebras.

Gezahagne Mulat Addis

Domain adaptation via incremental confidence samples into classification.

Shaohua Teng Zefeng Zheng Naiqi Wu Lunke Fei Wei Zhang

Modification of the fuzzy analytic hierarchy process via different ranking methods.

Ayse Övgü Kinay Baris Tekin Tezel

A framework for designing cognitive trajectory controllers using genetically evolved interval type-2 fuzzy cognitive maps.

Abdollah Amirkhani Masoud Shirzadeh Tufan Kumbasar Behrooz Mashadi

An empirical study of supervised email classification in Internet of Things: Practical performance and key influencing factors.

Wenjuan Li Lishan Ke Weizhi Meng Jinguang Han

On admissible total orders for typical hesitant fuzzy consensus measures.

Monica Matzenauer Hélida S. Santos Benjamín R. C. Bedregal Humberto Bustince Renata Reiser

Application of Choquet integral in interval type-2 Pythagorean fuzzy sustainable supply chain management under risk.

Arijit Mondal Sankar Kumar Roy

A systematic survey of deep learning in breast cancer.

Xiang Yu Qinghua Zhou Shuihua Wang Yudong Zhang

A long short-term memory-based model for greenhouse climate prediction.

Yuwen Liu Dejuan Li Shaohua Wan Fan Wang Wanchun Dou Xiaolong Xu Shancang Li Rui Ma Lianyong Qi

Similarity and Pythagorean reliability measures of multivalued neutrosophic cubic set and its application to multiple-criteria decision-making.

Fei Wang Xiaodong Zhao

HSWOA: An ensemble of hunger games search and whale optimization algorithm for global optimization.

Sanjoy Chakraborty Apu Kumar Saha Ratul Chakraborty Moumita Saha Sukanta Nama

Data augmentation for low-resource languages NMT guided by constrained sampling.

Mieradilijiang Maimaiti Yang Liu Huanbo Luan Maosong Sun

A generalized χ 2 divergence for multisource information fusion and its application in fault diagnosis.

Xueyuan Gao Fuyuan Xiao