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Volume 40, Number 1, January 2023

WORLDCIST'20

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    Álvaro Rocha, Simona Riurean:
    Editorial of the special issue from WorldCIST'20.
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    Maria José Sousa, George Leal Jamil, Cicero Eduardo Walter, Manuel Au-Yong-Oliveira, Fernando Moreira:
    Big data analytics on patents for innovation public policies.
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    Andrea Vázquez-Ingelmo, Alicia García-Holgado, Francisco José García-Peñalvo, Roberto Therón:
    Proof-of-concept of an information visualization classification approach based on their fine-grained features.
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    Davide Carneiro, Miguel Guimarães, Mariana Carvalho, Paulo Novais:
    Using meta-learning to predict performance metrics in machine learning problems.
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    Habiba Drias, Yassine Drias, Ilyes Khennak:
    A novel Orca Cultural Algorithm and applications.
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    Thyago Celso Cavalcante Nepomuceno, Victor Diogho Heuer de Carvalho, Késsia Thais C. Nepomuceno, Ana Paula C. S. Costa:
    Exploring knowledge benchmarking using time-series directional distance functions and bibliometrics.
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    Anita Thakur, Prakriti Aggarwal, Ashwani Kumar Dubey, Ahmed Abdelgawad, Álvaro Rocha:
    Design of decision model for sensitive crop irrigation system.

ORIGINAL ARTICLES

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    Chao Cai, Haotian Dong, Xinyi Wang:
    Expectile regression forest: A new nonparametric expectile regression model.
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    Kishore Balasubramanian, Ananthamoorthy Nalligoundenpalayam Periyasamy, Ramya Kishore:
    Modified spider monkey optimization algorithm based feature selection and probabilistic neural network classifier in face recognition.
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    Mohammad Afzalinejad:
    Radial eco-efficiency in the presence of weakly disposable undesirable outputs: Evaluating agricultural sectors.
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    Lalit Kumar, Manoj Kumar Kar, Sanjay Kumar:
    Statistical analysis based reactive power optimization using improved differential evolutionary algorithm.
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    Swasthika Jain Thandaga Jwalanaiah, Israel Jeena Jacob, Ajay Kumar Mandava:
    Effective deep learning based multimodal sentiment analysis from unstructured big data.
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    Michael Unterkalmsteiner, Waleed Adbeen:
    A compendium and evaluation of taxonomy quality attributes.
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    Sohaib Asif, Wenhui Yi, Kamran Amjad, Hou Jin, Tao Yi, Jinhai Si:
    Detection of COVID-19 from chest X-ray images: Boosting the performance with convolutional neural network and transfer learning.
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    Hamid Reza Boveiri, Raouf Khayami, Reza Javidan, Alireza Mehdizadeh, Samaneh Abbasi:
    A regularization-based deep unsupervised model for affine multimodal co-registration.
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    Changhui You, Hong Zheng, Zhongyuan Guo, Tianyu Wang, Xiongbin Wu:
    Tampering detection and localization base on sample guidance and individual camera device convolutional neural network features.
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    Sait Gül, Ali Aydogdu:
    Novel distance and entropy definitions for linear Diophantine fuzzy sets and an extension of TOPSIS (LDF-TOPSIS).
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    João Pimentel, Paulo J. Azevedo, Luís Torgo:
    Subgroup mining for performance analysis of regression models.
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    Nedim Muzoglu, Ahmet Mesrur Halefoglu, Muhammed Onur Avci, Melike Kaya Karaaslan, Bekir Siddik Binboga Yarman:
    Detection of COVID-19 and its pulmonary stage using Bayesian hyperparameter optimization and deep feature selection methods.
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    Abdul Sami, Ali Asif, Muhammad Imran, Farah Aziz, Muhammad Yasir Noor:
    Artificial neural network and dataset optimization for implementation of linear system models in resource-constrained embedded systems.

Volume 40, Number 2, February 2023

INTELLIGENT VISUAL SYSTEM FOR THE CYBER PHYSICAL WORLD

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    (Withdrawn) An improved model for sentiment analysis on luxury hotel review.
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    Bo Liu, Xingrui Li, Huina Wang, Shuangtao Zhao, Jianqiang Li, Guangzhi Qu, Fei Wang:
    Retyping of triple-negative breast cancer based on clustering method.
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    Amanuel Hirpa Madessa, Junyu Dong, Yanhai Gan, Feng Gao:
    A deep learning approach for specular highlight removal from transmissive materials.
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    Feng Zhao, Jiahui Zhang, Zhiyuan Chen, Xiaofeng Zhang, Qingsong Xie:
    Topic identification of text-based expert stock comments using multi-level information fusion.
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    Yuki Nakai, Takanobu Miwa, Hiroki Shigemune, Hideyuki Sawada:
    Four-dimensional collision detection and behaviour based on the physics-based calculation.
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    Ricardo dos Santos, José Aguilar:
    A hybrid recommender system based on description/dialetheic logic and linked data.
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    Rong Qin, Huanhuan Lv, Yi Zhang, Luwen Huangfu, Sheng Huang:
    ASDFL: An adaptive super-pixel discriminative feature-selective learning for vehicle matching.
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    Rui Song, Tong Li, Xin Dong, Zhiming Ding:
    An effective points of interest recommendation approach based on embedded meta-path of spatiotemporal data.
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    Vijay Kumar, Dilbag Singh:
    Chaotic spotted hyena optimizer for numerical problems.
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    Deepti Sisodia, Dilip Singh Sisodia:
    A hybrid data-level sampling approach in learning from skewed user-click data for click fraud detection in online advertising.
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    Aleksandar Aleksic, Dragan D. Milanovic, Nikola Komatina, Danijela Tadic:
    Evaluation and ranking of failures in manufacturing process by combining best-worst method and VIKOR under type-2 fuzzy environment.
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    Jingyun Sun, Shaobin Huang, Rongsheng Li:
    An unsupervised policy relevance scoring method: Taking Chinese social security policies as the application case.
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    Rouhollah Javadpour Boroujeni, Seyfollah Soleimani:
    Classify nodes based on their degree distribution: A more scalable method for influence maximization.
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    Bo Liu, Huina Wang, Xin Wang, Junqi Long, Xujie Zhuang, Xinchan Ji, Nian Zhu, Jinmeng Li, Ting Gao, Xuehui Zhang, Jiangyong Yu, Shuangtao Zhao:
    Four-gene signature based on machine learning filtration could predict prognosis of patients with breast cancer.
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    Hadjer Moulai, Habiba Drias:
    Association rule mining using new discrete elephant swarm approaches.
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    Esther-Lydia Silva-Ramírez, Inmaculada Cumbrera-Conde, Rafael Cano-Crespo, Francisco-Luis Cumbrera:
    Machine learning techniques for the ab initio Bravais lattice determination.
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    Lin Zhong, Jun Zeng, Yang Yu, Hongjin Tao, Wenying Jiang, Luxi Cheng:
    A text matching model based on dynamic multi-mask and augmented adversarial.
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    Hongxing Peng, Zheng Xing, Xiaotang Liu, Zongmei Gao, Huijun He:
    Toward masked face recognition: An effective facial feature extraction and refinement model in multiple scenes.
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    Yossi Hadad, Baruch Keren:
    A decision-making support system module for customer segmentation and ranking.
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    Suvita Rani Sharma, Manpreet Kaur, Birmohan Singh:
    A Self-adaptive Bald Eagle Search optimization algorithm with dynamic opposition-based learning for global optimization problems.

Volume 40, Number 3, March 2023

ORIGINAL ARTICLES

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    Gabriel B. Lima, Thiago de M. Chaves, Wanessa W. L. Freitas, Renata M. C. R. de Souza:
    Statistical learning from Brazilian fake news.
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    Weihua Li, Hang Li, Bei Yang, Lihua Zhou, Xianming Yang, Miao Zhang, Bingyi Wang:
    Knowledge-aware representation learning for diagnosis prediction.
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    Michael Osadebey, Marius Pedersen, Meeta Kalra, Dag Waaler, Nizar Bouguila:
    Enhancement of clustering techniques by coupling clustering tree and neural network: Application to brain tumour segmentation.
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    Ameed Almomani, Paula Saavedra, Pablo Barreiro, Roi Durán, Rosa M. Crujeiras, María Loureiro, Eduardo Sánchez:
    Application of choice models in tourism recommender systems.
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    Muhammad Akram, Uzma Noreen, Dragan Pamucar:
    Extended PROMETHEE approach with 2-tuple linguistic _m_-polar fuzzy sets for selection of elliptical cardio machine.
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    Mehmet Bilal Er:
    COVID-19 detection based on pre-trained deep networks and LSTM model using X-ray images enhanced contrast with artificial bee colony algorithm.
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    Dinesh Menaka, S. Ganesh Vaidyanathan:
    A hybrid convolutional neural network-support vector machine architecture for classification of super-resolution enhanced chromosome images.
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    Murugan Palanikumar, Krishnan Arulmozhi, Chiranjibe Jana, Madhumangal Pal:
    Multiple-attribute decision-making spherical vague normal operators and their applications for the selection of farmers.
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    Neil A. M. Maiden, James Lockerbie, Konstantinos Zachos, Alex Wolf, Amanda Brown:
    Designing new digital tools to augment human creative thinking at work: An application in elite sports coaching.
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    Saba Fatima, Musavarah Sarwar, Fariha Zafar, Muhammad Akram:
    Group decision-making analysis based on distance measures under rough environment.
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    Chong Wang, Jie Liu:
    Fault diagnosis for high-speed train braking system based on disentangled causal representation learning.
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    Hamid Reza Kazemi, Kaveh Khalili Damghani, Soheil Sadi-Nezhad:
    Estimation of optimum thresholds for binary classification using genetic algorithm: An application to solve a credit scoring problem.
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    Soumyaranjan Ranasingh, Tapan Pradhan, Dhenuvakonda Koteswara Raju:
    Calibration and frequency estimation in sensors for electrical parameter measurement using regression and metaheuristic based models.
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    Jianzhou Wang, Honggang Guo, Aiyi Song:
    Photovoltaic power combination prediction system based on improved multi-objective optimization algorithm and nonlinear weighting strategy.
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    Tanuja Punetha, Komal:
    Some novel operational laws and spherical fuzzy Choquet-Frank operators and their application to MCDM.

Volume 40, Number 4, May 2023

Metaheuristic Computation

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    Aurora Ramírez, Rafael Barbudo, José Raúl Romero:
    An experimental comparison of metaheuristic frameworks for multi-objective optimization.
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    Bitanu Chatterjee, Trinav Bhattacharyya, Kushal Kanti Ghosh, Agneet Chatterjee, Ram Sarkar:
    A novel meta-heuristic approach for influence maximization in social networks.
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    Soniya, Lotika Singh, Sandeep Paul:
    Hybrid evolutionary network architecture search (HyENAS) for convolution class of deep neural networks with applications.
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    Leonardo Ramos Rodrigues:
    A chaotic grey wolf optimizer for constrained optimization problems.
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    Yacine Azouz, Dalila Boughaci:
    Multi-objective memetic approach for the optimal web services composition.
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    Aakanksha Sharaff, Vrihas Pathak, Siddhartha Shankar Paul:
    Deep learning-based smishing message identification using regular expression feature generation.

Innovations & Technology in Future Health Care System

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    Jalal Sadoon Hameed Al-bayati, Burak Berk Üstündag:
    Hybrid intelligent technology for plant health using the fusion of evolutionary optimization and deep neural networks.
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    Aditya Khamparia, Babita Pandey, Fadi M. Al-Turjman, Prajoy Podder:
    An intelligent IoMT enabled feature extraction method for early detection of knee arthritis.
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    Guo Chen, Wenjian Zhang:
    Application of big data information system in early diagnosis, treatment, and nursing of cervical cancer infected by human papillomavirus.
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    Bilal Yaseen Al-Mualemi, Lu Lu:
    Characterization of heart rate variability and oxygen saturation in sepsis patients.
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    Xiao Lv, Dingying Ma, Jinsheng Zhou, Lili Zhang, Xinke Li:
    Information collection system for fall detection of stroke patients under cascade algorithm in the context of multi-modal information fusion and e-health.
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    Zicheng Shan, Wei Miao:
    COVID-19 patient diagnosis and treatment data mining algorithm based on association rules.
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    Aiwei Zhang, Junwei Wang, Cunming Zhang, Lingzhu Gu:
    Prediction of chemical components of urinary stones through colour Doppler ultrasound twinkling artefacts under optimized space composite algorithm.
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    Faying Lian, Hui Liu, Huan Shao, Yanyan Han:
    Embedded intelligent fetal heart rate monitoring system under empirical mode decomposition algorithm and its usage in pregnant women with pregnancy bacterial infection complications and nursing.
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    Prabhdeep Singh, Rajbir Kaur, Gaurav Dhiman, Giridhar Reddy Bojja:
    BOSS: A new QoS aware blockchain assisted framework for secure and smart healthcare as a service.
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    Qingyu He, Ruigen Pan:
    Automatic segmentation algorithm for magnetic resonance imaging in prediction of breast tumour histological grading.
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    Qiong Dai, Wei Ai, Kun Yuan, Min Jia, Jingwu Sun:
    Computed tomography image and mechanism of spiral neuron T-type calcification channel of elderly patient with senile sudden deafness under embedded system combined with artificial intelligence algorithm.
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    Ziyu Song, Bowen Yang:
    Ant colony based fish crowding degree optimization algorithm for magnetic resonance imaging segmentation in sports knee joint injury assessment.
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    Ji Ke, Shufa Wang, Jiangchun Li, Quan Liu:
    Modified particle swarm optimization based magnetic resonance imaging analysis for identification of risk factors tissue damage incidence.
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    Ji Ke, Shufa Wang, Zhao Qiu, Quan Liu:
    Diagnostic evaluation of low-rank matrix denoising algorithm-based magnetic resonance imaging on tibial plateau fracture complicated with meniscus injury.
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    Zhe Lin, Zhiqiang Zhang, Miao Xiao, Zhijian Xiao, Qichu Wang, Qian Jiang:
    Application of permutation entropy and factorization network in the classification of congenital heart disease.
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    Bin Lu:
    Algorithm improvement of neural network in endoscopic image recognition of upper digestive tract system.
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    Enas W. Abdulhay, Maha Alafeef, Hikmat Hadoush, Arunkumar N.:
    A 64-channel scheme for autism detection via scaled conjugate gradient-based neural network classification of electroencephalogram ripples' complexity.

AI2020

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    Kuruge Darshana Abeyrathna, Ole-Christoffer Granmo, Rishad A. Shafik, Lei Jiao, Adrian Wheeldon, Alex Yakovlev, Jie Lei, Morten Goodwin:
    A multi-step finite-state automaton for arbitrarily deterministic Tsetlin Machine learning.
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    Rupsa Saha, Ole-Christoffer Granmo, Morten Goodwin:
    Using Tsetlin Machine to discover interpretable rules in natural language processing applications.
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    Omar Zammit, Serengul Smith, David Windridge, Clifford De Raffaele:
    Reducing the dependency of having prior domain knowledge for effective online information retrieval.

AI and Edge Computing Driven Technologies for Knowledge Defined Networking

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    Hui Zeng, Gaurav Dhiman, Ashutosh Sharma, Amit Sharma, Alexey A. Tselykh:
    An IoT and Blockchain-based approach for the smart water management system in agriculture.
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    Hongzhi Wei, Yuqian Yang, Zhijian Liu:
    Preschool education optimization based on mobile edge computing under COVID-19.
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    Xingsi Xue, Qihan Huang:
    Generative adversarial learning for optimizing ontology alignment.
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    Zhuoqun Xia, Yaling Chen, Bo Yin, Haolan Liang, Hongmei Zhou, Ke Gu, Fei Yu:
    Fed_ADBN: An efficient intrusion detection framework based on client selection in AMI network.

Expert Systems for Wireless Applications of Bio-Signals (WABioSig)

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    U. Raghavendra, Anjan Gudigar, Yashas Chakole, Praneet Kasula, Subha D. Puthankattil, Nahrizul Adib Kadri, Edward J. Ciaccio, U. Rajendra Acharya:
    Automated detection and screening of depression using continuous wavelet transform with electroencephalogram signals.
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    Yusuf Çelik, Murat Karabatak:
    Extracting low dimensional representations from large size whole slide images using deep convolutional autoencoders.
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    Ashish Khanna, Pandiaraj Selvaraj, Deepak Gupta, Tariq Hussain Sheikh, Piyush Kumar Pareek, Vishnu Shankar:
    Internet of things and deep learning enabled healthcare disease diagnosis using biomedical electrocardiogram signals.
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    Manish Sharma, Sohamkumar Patel, U. Rajendra Acharya:
    Expert system for detection of congestive heart failure using optimal wavelet and heart rate variability signals for wireless cloud-based environment.
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    Hilda Mayrose, Niranjana Sampathila, Giliyar Muralidhar Bairy, Sushma Belurkar, Kavitha Saravu, Akash Basu, Saman Khan:
    Intelligent algorithm for detection of dengue using mobilenetv2-based deep features with lymphocyte nucleus.
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    Surya Das, Subha D. Puthankattil:
    Wireless electroencephalogram monitoring system for deciphering neurological disorders using brain connectivity patterns.

Artificial Intelligence-based Smart Decision Systems for Cognitive Psychology

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    (Withdrawn) Data-driven decision-making model based on artificial intelligence in higher education system of colleges and universities.
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    Saranya Arirangan, Kottilingam Kottursamy:
    Multi-scaled feature fusion enabled convolutional neural network for predicting fibrous dysplasia bone disorder.
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    (Withdrawn) Diagnosis of depression level using multimodal approaches using deep learning techniques with multiple selective features.
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    (Withdrawn) Using electroencephalogram classification in a convolutional neural network, infer privacy on healthcare internet of things 5.0.
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    (Withdrawn) Model innovation of students' mental health education from the perspective of big data.
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    Mohamed Yacin Sikkandar, Ahmed Ayman A. Almedhun:
    Numerical investigation of hemodynamic pattern in carotid artery dynamic aneurysm on bifurcation region for early clinical decision making.
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    Xuan Zhao, Bowen Liu, Xutong Jiang, Wenda Tang, Wanchun Dou:
    Smart decision for device selection in D2D-assisted multi-path video transmission network.
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    (Withdrawn) Consumer sentiment analysis with aspect fusion and GAN-BERT aided adversarial learning.

Internet of Agents (IoA): Concepts, Methodologies and Applications

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    S. Rajiv, C. Navaneethan:
    A supervised learning-based approach for focused web crawling for IoMT using global co-occurrence matrix.
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    (Withdrawn) Hybrid multi agent optimization for optimal battery storage using micro grid.
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    (Withdrawn) Challenges and vulnerability evaluation of smart cities in IoT device based on cybersecurity mechanism.
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    (Withdrawn) Internet of agents system for age and gender classification using grasshopper optimization with deep convolution neural networks.

Role of Artificial Intelligence in Cloud Edge Computing

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    (Withdrawn) Trajectory clustering and query processing analysis framework for knowledge discovery in cloud environment.
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    Sathishkumar Karupusamy, J. Refonaa, Sakthidasan Sankaran, Priyanka Dahiya, Mohd Anul Haq, Anil Kumar:
    Effective energy usage and data compression approach using data mining algorithms for IoT data.
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    Aldosary Saad, Zafer Al-Makhadmeh:
    A convex problem optimization solution for information management in edge computing platforms.
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    (Withdrawn) Node localization and data aggregation scheme using cuckoo search and neural network.
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    M. M. Kamruzzaman:
    6G wireless communication assisted security management using cloud edge computing.
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    (Withdrawn) Optimizing time delay in cloud using enhanced multi-hold inherited maximization algorithm to reduce cost and improve bandwidth.
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    Amartya Mukherjee, Ayan Kumar Panja, Nilanjan Dey, Rubén González Crespo:
    An intelligent edge enabled 6G-flying ad-hoc network ecosystem for precision agriculture.
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    Pajany Murugaiyan, Zayaraz Godandapani:
    A rendezvous block-based authentication framework for service-level security in decentralized cloud resources.
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    Muhammad Adil, Said Nabi, Muhammad Aleem, Vicente García-Díaz, Jerry Chun-Wei Lin:
    CA-MLBS: content-aware machine learning based load balancing scheduler in the cloud environment.
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    Lakshmanan Karuppasamy, Venkatraman Vasudevan:
    A novel double keys adapted elliptic curve cryptography and log normalized Gaussian sigmoid adaptive neuro-fuzzy interference system based secure resource allocation system in decentralized cloud storage.

Volume 40, Number 5, June 2023

UKCI2021

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    Changhong Jiang, Shangzhu Jin, Changjing Shang, Qiang Shen:
    Towards utilization of rule base structure to support fuzzy rule interpolation.
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    Eric O. Scott, Mark Coletti, Catherine D. Schuman, Bill Kay, Shruti R. Kulkarni, Maryam Parsa, Chathika Gunaratne, Kenneth A. De Jong:
    Avoiding excess computation in asynchronous evolutionary algorithms.
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    Guanli Yue, Yanpeng Qu, Ansheng Deng, Qianyi Zhang:
    Neuro-weighted multi-functional nearest-neighbour classification.
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    Arshad Sher, Megan Taylor Bunker, Otar Akanyeti:
    Towards personalized environment-aware outdoor gait analysis using a smartphone.
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    Kaiyang Yin, Yifei Wang, Pengfei Li, Kejie Dai, Yaxu Xue, Longzhi Yang:
    Adaptive ankle impedance control for bipedal robotic upright balance.
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    Muhammad Zaiyad Muda, Adrian Rubio Solis, George Panoutsos:
    An evolving feature weighting framework for radial basis function neural network models.

KDBI 2021

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    Carolina Centeio Jorge, Martin Atzmueller, Behzad Momahed Heravi, Jenny L. Gibson, Rosaldo J. F. Rossetti, Cláudio Rebelo de Sá:
    "Want to come play with me?" Outlier subgroup discovery on spatio-temporal interactions.
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    Pedro Miguel Alves, Ricardo Ângelo Filipe, Benedita Malheiro:
    Telco customer top-ups: Stream-based multi-target regression.
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    Roney Malaguti, Nuno Lourenço, Cristóvão Silva:
    A supervised machine learning model for determining lubricant oil operating conditions.
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    Joana Vilela, Muhammad Asif, Ana Rita Marques, João Xavier Santos, Célia Rasga, Astrid Moura Vicente, Hugo F. M. C. Martiniano:
    Biomedical knowledge graph embeddings for personalized medicine: Predicting disease-gene associations.
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    Shazia Tabassum, João Gama, Paulo J. Azevedo, Mário Cordeiro, Carlos Martins, Andre Martins:
    Social network analytics and visualization: Dynamic topic-based influence analysis in evolving micro-blogs.

Artificial Intelligence Paradigms: Transformations, Challenges, and Future for e-Health Post COVID-19

WorldCIST'21

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    Ramón Valera-Aranguren, Patricia Paderewski-Rodríguez, Francisco Luis Gutiérrez Vela, Jeferson Arango-López, Fernando Moreira:
    Building a pervasive social gaming experience using SocialPG.
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    Rafael Angelo Santos Leite, Cicero Eduardo Walter, Igor Bezerra Reis, Pedro Elias Figueredo de Sousa, Iracema Machado de Aragão, Manuel Au-Yong-Oliveira:
    Towards a model for determining patent revenue odds: An empirical study of technology transfer offices.
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  • 
    Wenting Zhang:
    An analysis and prediction model based on complex network time series.
• 
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  • 
    Yuyan Shen, Yan Qian:
    Expert system and entropy-ordered weighted average method in cold supply chain risk evaluation.
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    Mina Ge, Hualiang Lin:
    Evaluation of China's regional innovation capability based on simulated annealing projection pursuit model and nested fuzzy evaluation model.
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    Rishabh Tiwari, Ashwani Kumar Dubey, Álvaro Rocha:
    A novel YOLOv4-modified approach for efficient object detection in satellite imagery.

Federated Learning for Cybersecurity in Internet of Things/FLCySec

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    Hong-an Li, Guanyi Wang, Qiaozhi Hua, Zheng Wen, Li Zhan-Li, Ting Lei:
    An image watermark removal method for secure internet of things applications based on federated learning.
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    (Withdrawn) SVM-based generative adverserial networks for federated learning and edge computing attack model and outpoising.
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    (Withdrawn) Cyber security for federated learning environment using AI technique.
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    (Withdrawn) Linear pricing game based power control with resource allocation and interference management in device-to-device communication for IoT applications.
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    Tarek Moulahi, Rateb Jabbar, Abdulatif Alabdulatif, Sidra Abbas, Salim El Khediri, Salah Zidi, Muhammad Rizwan:
    Privacy-preserving federated learning cyber-threat detection for intelligent transport systems with blockchain-based security.
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  • 
    Pallavi Joshi, Sarvesh Kumar, Ajay Singh Raghuvanshi:
    A performance efficient joint clustering and routing approach for heterogeneous wireless sensor networks.
• 
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    Shadi Mahmoodi Khaniabadi, Amir Javadpour, Mehdi Gheisari, Weizhe Zhang, Yang Liu, Arun Kumar Sangaiah:
    An intelligent sustainable efficient transmission internet protocol to switch between User Datagram Protocol and Transmission Control Protocol in IoT computing.
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    Laraib Javed, Adeel Anjum, Bello Musa Yakubu, Majid Iqbal, Syed Atif Moqurrab, Gautam Srivastava:
    ShareChain: Blockchain-enabled model for sharing patient data using federated learning and differential privacy.
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    Thavavel Vaiyapuri, Shabbab Ali Algamdi, Rajan John, Zohra Sbaï, Munira Alhelal, Ahmed Alkhayyat, Deepak Gupta:
    Metaheuristics with federated learning enabled intrusion detection system in Internet of Things environment.
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    Jie Yang, Jun Zheng, Thar Baker, Shuai Tang, Yu-an Tan, Quanxin Zhang:
    Clean-label poisoning attacks on federated learning for IoT.
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    Deepraj Chowdhury, Soham Banerjee, Madhushree Sannigrahi, Arka Chakraborty, Anik Das, Ajoy Dey, Ashutosh Dhar Dwivedi:
    Federated learning based Covid-19 detection.
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    Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava:
    Temporal positional lexicon expansion for federated learning based on hyperpatism detection.
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    Weiping Duan, Zhongyi Tang, Wei Liu, Hongbiao Zhou:
    Autonomous driving planning and decision making based on game theory and reinforcement learning.

Recent Advances in Neuro-Computing and Applications in Robotics/NeuroRobotics

Big Data and IoT Solutions for Smart Agriculture

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    Imtiaz Ahmed, Pramod Kumar Yadav:
    Plant disease detection using machine learning approaches.
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    Aahan Singh Charak, Aditya Sinha, Tarun Jain:
    Novel approach for quantification for severity estimation of blight diseases on leaves of tomato plant.

AI2021

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    Ke Shen, Mayank Kejriwal:
    An experimental study measuring the generalization of fine-tuned language representation models across commonsense reasoning benchmarks.

Volume 40, Number 6, July 2023

Artificial Intelligence and Cognitive Science (AICS 2021)

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    Enric Moreu, Eric Arazo, Kevin McGuinness, Noel E. O'Connor:
    Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention.
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    Qiang Wang, Francisco Roldan Sanchez, Robert McCarthy, David Cordova Bulens, Kevin McGuinness, Noel E. O'Connor, Manuel Wüthrich, Felix Widmaier, Stefan Bauer, Stephen J. Redmond:
    Dexterous robotic manipulation using deep reinforcement learning and knowledge transfer for complex sparse reward-based tasks.
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    Mihai Pomarlan, Maria M. Hedblom, Robert Porzel:
    Curiously exploring affordance spaces of a pouring task.
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    Luis Miralles-Pechuán, Ankit Kumar, Andrés L. Suárez-Cetrulo:
    Forecasting COVID-19 cases using dynamic time warping and incremental machine learning methods.
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    Çagri Demir, Simon Caton, Pierpaolo Dondio:
    Subnetwork ensembling and data augmentation: Effects on calibration.
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    Dominic Callan, Jennifer Foster:
    How interesting and coherent are the stories generated by a large-scale neural language model? Comparing human and automatic evaluations of machine-generated text.

Methods for dealing with low information quality and limited resources in Cyber-Physical Systems

Advances in Deep Fuzzy Model for Signal Processing and its Applications

ORIGINAL ARTICLES

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    Ginni Arora, Ashwani Kumar Dubey, Zainul Abdin Jaffery, Álvaro Rocha:
    Architecture of an effective convolutional deep neural network for segmentation of skin lesion in dermoscopic images.
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    M. D. Boomija, S. V. Kasmir Raja:
    Threshold multiparty multi-randomness secure partially homomorphic encryption for data security in cloud.
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    Ramakrishnan Menaha, V. E. Jayanthi:
    Heuristics-based sequence labelling model for finding educational domain acronym expansions.
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    Ching-Lin Fang, Ming-Chang Wang, Chih-Fong Tsai, Wei-Chao Lin, Pei-Qi Liao:
    Instance selection using one-versus-all and one-versus-one decomposition approaches in multiclass classification datasets.
• 
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    Nabil Arhab, Mourad Oussalah, Yazid Bounab:
    Analysis of user's car parking behaviour through twitter hashtags.
• 
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    Durga Rajan, Poovammal Eswaran, Gautam Srivastava, Kadiyala Ramana, Celestine Iwendi:
    Blockchain-based multi-layered federated extreme learning networks in connected vehicles.
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  • 
    Hanaa S. Ali, Asmaa I. Ismail, El-Sayed M. El-Rabaie, Fathi E. Abd El-Samie:
    Deep residual architectures and ensemble learning for efficient brain tumour classification.
• 
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    Ming Mao, Peng Yi, Lilong Hou, Guanying Zhang:
    Smart contract-based resource allocation service mechanism for internet of vehicles.
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    Bahman Arasteh, Reza Ghanbarzadeh, Farhad Soleimanian Gharehchopogh, Ali Hosseinalipour:
    Generating the structural graph-based model from a program source-code using chaotic forrest optimization algorithm.
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    Sonali Samal, Yudong Zhang, Thippa Reddy Gadekallu, Rajashree Nayak, Bunil Kumar Balabantaray:
    SBMYv3: Improved MobYOLOv3 a BAM attention-based approach for obscene image and video detection.
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  • 
    Gustavo Santos-García, José Carlos R. Alcantud:
    Ranked soft sets.
• 
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    Muhammad Junaid Umer, Muhammad Sharif, Mudassar Raza, Seifedine Kadry:
    A deep feature fusion and selection-based retinal eye disease detection from OCT images.
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  • 
    Pawan Kumar Pathak, Anil Kumar Yadav, Anshuman Shastri:
    BWOA based metaheuristic approach for uncertain nonlinear milling CNC machine system.
• 
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  • 
    Zhongming Han, Fuyu Chen, Hui Zhang, Zhiyu Yang, Wenwen Liu, Zequan Shen, Haitao Xiong:
    An attention-based representation learning model for multiple relational knowledge graph.
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  • 
  • 
  • 
    Jihad Zahir:
    Prediction of court decision from Arabic documents using deep learning.
• 
  • 
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  • 
    Tokala Yaswanth Sri Sai Santosh, Sai Saketh Aluru, Anoop Vallabhajosyula, Debarshi Kumar Sanyal, Partha Pratim Das:
    Label informed hierarchical transformers for sequential sentence classification in scientific abstracts.
• 
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  • 
    Ghanapriya Singh, Orchid Chetia Phukan, Ravinder Kumar:
    Stress recognition with multi-modal sensing using bootstrapped ensemble deep learning model.
• 
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  • 
    Abdul Haseeb Ganie, Surender Singh:
    Some novel _q_-rung orthopair fuzzy similarity measures and entropy measures with their applications.
• 
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  • 
    Yeshwant Singh, Anupam Biswas:
    Lightweight convolutional neural network architecture design for music genre classification using evolutionary stochastic hyperparameter selection.
• 
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  • 
    Cun Zhang, Xing-Peng Chen, Guo-Qiang Han, Xiang-Jie Liu:
    Spatial transformer network on skeleton-based gait recognition.
• 
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  • 
    Abdurrahman Özbeyaz, Yasar Inceyol:
    A novel preference-based artificial-bee-colony algorithm approach to the land reallocation optimization problem in a land consolidation case study: DOT village in Turkey.
• 
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  • 
    Kriti Taneja, Vinay Arora, Karun Verma:
    Classifying the heart sound signals using textural-based features for an efficient decision support system.
• 
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  • 
    Malihe Danesh, Morteza Dorrigiv, Farzin Yaghmaee:
    A survey of clustering large probabilistic graphs: Techniques, evaluations, and applications.
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    Meng Cao, Jinliang Yuan, Hualei Yu, Baoming Zhang, Chongjun Wang:
    Self-supervised short text classification with heterogeneous graph neural networks.

Volume 40, Number 7, August 2023

REVIEW

ORIGINAL ARTICLES

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  • 
    Aditya Gupta, Amritpal Singh:
    EDL-NSGA-II: Ensemble deep learning framework with NSGA-II feature selection for heart disease prediction.
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    Abdul Quadir Muhammed, S. M. Satya Sree Narayanan, H. Sabireen, Arun Kumar Sivaraman, Kong Fah Tee:
    A novel approach to detect fraud in Ethereum transactions using stacking.
• 
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    Duygu Bagci Das, Derya Birant:
    Human activity recognition based on multi-instance learning.
• 
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    Souvik Gayen, Arun Sarkar, Animesh Biswas:
    Schweizer-Sklar operations based hybrid aggregation operator to dual hesitant _q_-rung orthopair fuzzy set and its application on MCGDM.
• 
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    Yaqing Kou, Jun Wang, Wuhuan Xu, Yuan Xu:
    Multi-attribute group decision-making based on linguistic Pythagorean fuzzy copula extended power average operator.
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    S. K. Shrikanth Rao, Maheshkumar H. Kolekar, Roshan Joy Martis:
    Atrial fibrillation detection using Poincare geometry and heart beat intervals.
• 
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    Sonia Mittal, Mukesh Patel:
    Age invariant face recognition using discriminative tensor subspace learning with fuzzy based classification.
• 
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    Yi Su, Xuesong Jiang:
    Simulation research on knowledge flow in a collaborative innovation network.
• 
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    Mousumi Malakar, Ravindra B. Keskar, Ajit Zadgaonkar:
    A hierarchical automatic phoneme recognition model for Hindi-Devanagari consonants using machine learning technique.
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    Alok Kumar Shukla:
    Detecting impersonation episode using teaching learning-based optimization and support vector machine techniques.
• 
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    Fatemeh Nazarieh, Mohammad Naderi Dehkordi:
    Time series forecasting based on a novel ensemble-based network and variational mode decomposition.
• 
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  • 
    Hare Krishna Mishra, Manpreet Kaur:
    Classification of brain tumour based on texture and deep features of magnetic resonance images.
• 
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  • 
    Karnika Dwivedi, Malay Kishore Dutta:
    Microcell-Net: A deep neural network for multi-class classification of microscopic blood cell images.
• 
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  • 
    Xiaojian Xu, Yucai Gao, Xiaobin Xu, Libo Dai, Shelan Liu, Shuo Zhang, Xu Weng:
    H7N9 avian influenza diagnosis based on a multilayer belief rule-based inference methodology.
• 
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  • 
    Abhishek Kumar, Swarn Avinash Kumar, Vishal Dutt, S. Shitharth, Esha Tripathi:
    IoT based arrhythmia classification using the enhanced hunt optimization-based deep learning.
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  • 
    Sanjay Dhanka, Vibhor Kumar Bhardwaj, Surita Maini:
    Comprehensive analysis of supervised algorithms for coronary artery heart disease detection.
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  • 
    Parag Bhuyan, Pranav Kumar Singh, Sujit Kumar Das, Anshuman Kalla:
    SE_SPnet: Rice leaf disease prediction using stacked parallel convolutional neural network with squeeze-and-excitation.
• 
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  • 
    Mahsa Safari, Hesam Varaee:
    Opposition-based ideal gas molecular movement algorithm with Cauchy mutation, velocity clamping, and mirror operator.
• 
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    Jyoti Rani, Jaswinder Singh, Jitendra Virmani:
    Hybrid computer aided diagnostic system designs for screen film mammograms using DL-based feature extraction and ML-based classifiers.

Volume 40, Number 8, September 2023

REVIEW

ORIGINAL ARTICLES

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  • 
    Zi-Yu Chen, Fei Xiao, Xiao-kang Wang, Wen-Hui Hou, Rui-Lu Huang, Jian-qiang Wang:
    An interpretable diagnostic approach for lung cancer: Combining maximal clique and improved BERT.
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  • 
    Sakir Engin Sahin, Gokhan Gulhan, Prabal Datta Barua, Turker Tuncer, Sengul Dogan, Oliver Faust, U. Rajendra Acharya:
    PrismPatNet: Novel prism pattern network for accurate fault classification using engine sound signals.
• 
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  • 
    Shweta Saboo, Joyeeta Singha, Rabul Hussain Laskar:
    Deep learning based spatio-temporal hand gesture recognition system in complex environment.
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  • 
    Taha Mansouri, Sunil Vadera:
    Explainable fault prediction using learning fuzzy cognitive maps.
• 
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  • 
    Rashmi Vishraj, Savita Gupta, Sukhwinder Singh:
    Evaluation of feature selection methods utilizing random forest and logistic regression for lung tissue categorization using HRCT images.
• 
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  • 
    Seham Basabain, Erik Cambria, Khalid Alomar, Amir Hussain:
    Enhancing Arabic-text feature extraction utilizing label-semantic augmentation in few/zero-shot learning.
• 
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  • 
    João Luiz Junho Pereira, Benedict Jun Ma, Matheus Brendon Francisco, Ronny Francis Ribeiro Junior, Guilherme Ferreira Gomes:
    A comparison between chaos theory and Lévy flights in sunflower optimization for feature selection.
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    João Luiz Junho Pereira, Guilherme Ferreira Gomes:
    Multi-objective sunflower optimization: A new hypercubic meta-heuristic for constrained engineering problems.
• 
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  • 
    Jianxiang Wei, Yuhang Chen, Pu Han, Yunxia Zhu, Weidong Huang:
    Edge-featured graph attention network with dependency features for causality detection of events.
• 
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  • 
    Velliangiri Sarveshwaran, P. Karthikeyan, J. Premalatha:
    Multi-disease classification model using deep neural network and Strassen's rectilinear fine-tune bouncing training algorithm.
• 
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  • 
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  • 
    Anuja Arora, Vikas Hassija, Shivam Bansal, Siddharth Yadav, Vinay Chamola, Amir Hussain:
    A novel multimodal online news popularity prediction model based on ensemble learning.
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  • 
    Sonali Samal, Yudong Zhang, Thippa Reddy Gadekallu, Bunil Kumar Balabantaray:
    ASYv3: Attention-enabled pooling embedded Swin transformer-based YOLOv3 for obscenity detection.
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    Muhammad Akram, Ghous Ali, José Carlos R. Alcantud:
    A new method of multi-attribute group decision making based on hesitant fuzzy soft expert information.

SURVEY ARTICLE

Volume 40, Number 9, November 2023

REVIEW

ORIGINAL ARTICLES

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  • 
    Seyed Mahdi Shariatzadeh, Mahmood Fathy, Reza Berangi:
    Improving the accuracy and speed of fast template-matching algorithms by neural architecture search.
• 
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    Rufeng Liang, Weiwen Zhang, Haiming Ye:
    Interpretable deep learning based text regression for financial prediction.
• 
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    M. Bhuvaneswari, V. Lakshmi Prabha:
    A deep learning approach for the depression detection of social media data with hybrid feature selection and attention mechanism.
• 
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    Bhawna Saxena, Vikas Saxena, Nishit Anand, Vikas Hassija, Vinay Chamola, Amir Hussain:
    A Hurst-based diffusion model using time series characteristics for influence maximization in social networks.
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  • 
    Zhen Jiang, Lingyun Zhao, Yongzhao Zhan:
    A boosted co-training method for class-imbalanced learning.
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    Lavina Pahuja, Ahmad Kamal:
    EnLEFD-DM: Ensemble Learning based Ethereum Fraud Detection using CRISP-DM framework.
• 
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  • 
    Dikshit Chauhan, Anupam Yadav:
    An adaptive artificial electric field algorithm for continuous optimization problems.
• 
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    Xue Zhang, Bin Wu, Yangdong Ye:
    Graph attentive matrix factorization for social recommendation.
• 
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  • 
    Tedo Vrbanec, Ana Mestrovic:
    Comparison study of unsupervised paraphrase detection: Deep learning - The key for semantic similarity detection.
• 
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  • 
    Zekeriya Anil Guven, Andre Lamurias:
    Multilingual bi-encoder models for biomedical entity linking.
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  • 
    Ketan Sanjay Desale, Swati Shinde:
    Concept drift detection and adaption framework using optimized deep learning and adaptive sliding window approach.
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  • 
    Javier Huertas-Tato, Alejandro Martín, David Camacho:
    BERTuit: Understanding Spanish language in Twitter with transformers.
• 
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  • 
    I-Fang Su, Ping Lei Lin, Yu-Chi Chung, Chiang Lee:
    Forecasting of Taiwan's weighted stock Price index based on machine learning.
• 
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  • 
    Huifen Zhong, Zhaotong Lian, Tianwei Zhou, Ben Niu, Bowen Xue:
    Integrated recovery system with bidding-based satisfaction: An adaptive multi-objective approach.

Volume 40, Number 10, December 2023

KDBI 2023

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    Paulo Cortez, Albert Bifet:
    Editorial: Seventh special issue on Knowledge Discovery and Business Intelligence.
• 
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  • 
    Edson Duarte, Daniel de Haro Moraes, Lucas Leonardo Padula:
    An empirical study of learning-to-rank for spare parts consumption in the repair process.
• 
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  • 
    Susana Nascimento, Alexandre Martins, Paulo Relvas, Joaquim Luis, Boris G. Mirkin:
    Piece-wise constant cluster modelling of dynamics of upwelling patterns.
• 
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  • 
    Bruno Oliveira, Óscar Oliveira, Orlando Belo:
    Overcoming traditional ETL systems architectural problems using a service-oriented approach.
• 
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  • 
    David Silva, Fernando Bação:
    MapIntel: A visual analytics platform for competitive intelligence.

ORIGINAL ARTICLES

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  • 
  • 
  • 
    Hong Wang, Yixin Wang, Menglong Liu, Tianwei Zhou, Ben Niu:
    An enhanced bacterial colony optimization with dynamic multi-leader co-evolution for multiobjective optimization problems.
• 
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  • 
    Muhammad Talal, Sumair Aziz, Muhammad Umar Khan, Yazeed Ghadi, Syed Zohaib Hassan Naqvi, Muhammad Faraz:
    Machine learning-based classification of multiple heart disorders from PCG signals.
• 
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  • 
  • 
  • 
    Avinash Malik:
    A comparison of machine learning and econometric models for pricing perpetual Bitcoin futures and their application to algorithmic trading.
• 
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  • 
    Victor Chang, Qianwen Ariel Xu, Karl Hall, Olojede Theophilus Oluwaseyi, Jiabin Luo:
    Comprehensive analysis of UK AADF traffic dataset set within four geographical regions of England.
• 
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  • 
  • 
    Tao Peng, Sana Sellami, Omar Boucelma, Richard Chbeir:
    Multi-output regression for imbalanced data stream.
• 
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  • 
    Priyanka Rastogi, Kavita Khanna, Vijendra Singh:
    Classification of single-cell cervical pap smear images using EfficientNet.
• 
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  • 
    Tianwei Zhou, Churong Zhang, Xizhang Yao, Ben Niu:
    Membership-based aircraft parking stand allocation system with time window constraints: An event-based time-space separated algorithm.
• 
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  • 
  • 
  • 
    Shulin Cheng, Shan Yang, Xiufang Cheng, Wanyan Wang:
    An effective overlapping community merging method oriented to multidimensional attribute social networks.
• 
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  • 
  • 
    Nethraa Sivakumar, Pooja Srinivasan, Mrinalini Kannan, P. Vijayalakshmi, T. Nagarajan:
    PooRaa-Agri KG: An agricultural knowledge graph-based simplified multilingual query system.
• 
  • 
  • 
  • 
  • 
    Himanshu K. Gajera, Deepak Ranjan Nayak, Mukesh A. Zaveri:
    M2CE: Multi-convolutional neural network ensemble approach for improved multiclass classification of skin lesion.
• 
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  • 
    Asim Sinan Yüksel, Fatma Gülsah Tan:
    DeepCens: A deep learning-based system for real-time image and video censorship.
• 
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  • 
    Prashant Giridhar Shambharkar, Ruchi Goel:
    Auto encoder with mode-based learning for keyframe extraction in video summarization.
• 
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  • 
    Chen Cheng, Qingping Zhou:
    MCDIP-ADMM: Overcoming overfitting in DIP-based CT reconstruction.
• 
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  • 
    Mao Zhen Liu:
    A military reconnaissance network for small-scale open-scene camouflaged people detection.
• 
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  • 
    Sushree Subhaprada Pradhan, Sibarama Panigrahi, Sourav Kumar Purohit, Jatindra Kumar Dash:
    Study and development of hybrid and ensemble forecasting models for air quality index forecasting.
• 
  • 
  • 
  • 
  • 
    Xiao Li, Ziang Chen:
    Exploiting community and structural hole spanner for influence maximization in social networks.
• 
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  • 
    Rodrigo Ribeiro Caputo, Edimilson Batista dos Santos, Leonardo Chaves Dutra da Rocha:
    Convolutional neural networks applied to data organized as OLAP cubes.
• 
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  • 
  • 
    Daniel Vicente Rodrigo, Jesús Enrique Sierra-García, Matilde Santos:
    GBNN algorithm enhanced by movement planner for UV-C disinfection.
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    C. M. Suneera, Jay Prakash, Pramod Kumar Singh:
    Question answering over knowledge graphs using BERT based relation mapping.
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  • 
    Sravan Kumar Challa, Akhilesh Kumar, Vijay Bhaskar Semwal, Nidhi Dua:
    An optimized deep learning model for human activity recognition using inertial measurement units.

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