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Cognitive Computation, Volume 15
Volume 15, Number 1, January 2023
- Fadi Dornaika
:
Deep, Flexible Data Embedding with Graph-Based Feature Propagation for Semi-supervised Classification. 1-12 - Kaihan Lin
IR-Capsule: Two-Stream Network for Face Forgery Detection. 13-22 - Xiaoquan Li, Yijun Yan
A Music Cognition-Guided Framework for Multi-pitch Estimation. 23-35 - Guoyu Zuo
A Graph-Based Deep Reinforcement Learning Approach to Grasping Fully Occluded Objects. 36-49 - Ruoyu Wei
Fixed-Time Control for Memristor-Based Quaternion-Valued Neural Networks with Discontinuous Activation Functions. 50-60 - Alessia Amelio, Gianluca Bonifazi, Enrico Corradini, Domenico Ursino, Luca Virgili
A Multilayer Network-Based Approach to Represent, Explore and Handle Convolutional Neural Networks. 61-89 - Jie Huang, Xin Wang
Neural Network-Based Adaptive Containment Control Algorithms Design for Nonlinear Multiagent Systems with Switching Topologies. 90-102 - Matteo Zambra, Alberto Testolin
A Developmental Approach for Training Deep Belief Networks. 103-120 - Xingguo Qin, Ya Zhou, Guimin Huang, Maolin Li, Jun Li
Multi-granularity Hierarchical Feature Extraction for Question-Answering Understanding. 121-131 - Yanping Chen
A Controlled Attention for Nested Named Entity Recognition. 132-145 - Kyle Hall, Andy Huang, Seyed Reza Shahamiri
An Investigation to Identify Optimal Setup for Automated Assessment of Dysarthric Intelligibility using Deep Learning Technologies. 146-158 - Zhao Zhang, Shuning Han, Huaihai Yi, Feng Duan, Fei Kang, Zhe Sun, Jordi Solé-Casals
A Brain-Controlled Vehicle System Based on Steady State Visual Evoked Potentials. 159-175 - Shiva Asadzadeh, Tohid Yousefi Rezaii, Soosan Beheshti, Saeed Meshgini:
Accurate Emotion Recognition Utilizing Extracted EEG Sources as Graph Neural Network Nodes. 176-189 - Pranjal Talukdar, Palash Dutta
Cognitive Decision-Making Based on a Non-linear Similarity Measure Using an Intuitionistic Fuzzy Set Framework. 190-207 - Marcos Faúndez-Zanuy
Analysis of Gender Differences in Online Handwriting Signals for Enhancing e-Health and e-Security Applications. 208-219 - Haobo Chen
The Cognitive Makeup of Writing: Multivariate Analysis of Writing Impairments Following Stroke. 220-237 - Carmelo Militello
CT Radiomic Features and Clinical Biomarkers for Predicting Coronary Artery Disease. 238-253 - Yabing Wang, Guimin Huang, Maolin Li, Yiqun Li, Xiaowei Zhang, Hui Li:
Automatically Constructing a Fine-Grained Sentiment Lexicon for Sentiment Analysis. 254-271 - Danny Merkx
Modelling Human Word Learning and Recognition Using Visually Grounded Speech. 272-288 - Fan Wang
TEDT: Transformer-Based Encoding-Decoding Translation Network for Multimodal Sentiment Analysis. 289-303 - Chun Yan, Jiahui Liu
Sentiment Analysis and Topic Mining Using a Novel Deep Attention-Based Parallel Dual-Channel Model for Online Course Reviews. 304-322 - Zhe Zhang, Guangli Xiao, Yurong Qian, Mengnan Ma, Hongyong Leng, Tao Zhang
VSCA: A Sentence Matching Model Incorporating Visual Perception. 323-336 - Zhenda Hu, Zhaoxia Wang, Yinglin Wang
Aspect Sentiment Triplet Extraction Incorporating Syntactic Constituency Parsing Tree and Commonsense Knowledge Graph. 337-347 - Meijun Sun, Pengfei Li, Jinchang Ren, Zheng Wang
Attention Mechanism Enhanced Multi-layer Edge Perception Network for Deep Semantic Medical Segmentation. 348-358 - Guiduo Duan, Yunrui Dong
Position-Aware Attention Mechanism-Based Bi-graph for Dialogue Relation Extraction. 359-372
Volume 15, Number 2, March 2023
- Layla Chadaporn Antaket
Neural Mechanisms of the Maintenance and Manipulation of Gustatory Working Memory in Orbitofrontal Cortex. 373-391 - J. A. García-Pulido
UAV Landing Platform Recognition Using Cognitive Computation Combining Geometric Analysis and Computer Vision Techniques. 392-412 - Shaohong Li, Guoguo Liu
Extreme Learning Machine with Kernels for Solving Elliptic Partial Differential Equations. 413-428 - Shu Li, Yuxu Mao, Fuchang Zhang, Dong Wang, Guoqiang Zhong
DLW-NAS: Differentiable Light-Weight Neural Architecture Search. 429-439 - Javier Torregrosa, Sergio D'Antonio-Maceiras, Guillermo Villar-Rodríguez, Amir Hussain, Erik Cambria
A Mixed Approach for Aggressive Political Discourse Analysis on Twitter. 440-465 - Shansong Mo
Dynamical Bifurcations in a Fractional-Order Neural Network with Nonidentical Communication Delays. 466-485 - Yunhua Lu, Minghui Su, Yong Wang, Zhi Liu, Tao Peng:
Learning Discriminated Features Based on Feature Pyramid Networks and Attention for Multi-scale Object Detection. 486-495 - Qing Wu
C-Loss-Based Doubly Regularized Extreme Learning Machine. 496-519 - Congjun Rao, Mingyun Gao, Mark Goh
Green Supplier Selection Mechanism Based on Information Environment of Z-Numbers. 520-533 - Yanping Chen
A Boundary Regression Model for Nested Named Entity Recognition. 534-551 - Yong Mi, Jian Dai, Zhenwen Ren
One-Stage Multi-view Clustering with Hierarchical Attributes Extraction. 552-564 - Yongfang Xie, Weitao Hu, Shiwen Xie
Surface Defect Detection Algorithm Based on Feature-Enhanced YOLO. 565-579 - Da Ke, Xiang Wang
Minimum Power Adversarial Attacks in Communication Signal Modulation Classification with Deep Learning. 580-589 - Álvaro Huertas-García
Exploring Dimensionality Reduction Techniques in Multilingual Transformers. 590-612 - Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica, Navid Nobani
ConvXAI: a System for Multimodal Interaction with Any Black-box Explainer. 613-644 - Sujan Ghimire
Hybrid Convolutional Neural Network-Multilayer Perceptron Model for Solar Radiation Prediction. 645-671 - Qingzhong Ai, Shiyu Liu, Lirong He, Zenglin Xu
Stein Variational Gradient Descent with Multiple Kernels. 672-682 - Xia Ji, Lei Yang
Fast and General Incomplete Multi-view Adaptive Clustering. 683-693 - Masoud Amiri, Amir Homayoun Jafari, Bahador Makkiabadi, Soheila Nazari:
A Novel Unsupervised Spatial-Temporal Learning Mechanism in a Bio-inspired Spiking Neural Network. 694-709 - Jiaguo Wang
Neural Modeling and Real-Time Environment Training of Human Binocular Stereo Visual Tracking. 710-730 - John Pavlopoulos
Distance from Unimodality for the Assessment of Opinion Polarization. 731-738 - Gang Bao, Rui Xu
A Data-Driven Energy Management Strategy Based on Deep Reinforcement Learning for Microgrid Systems. 739-750 - Vasily Sachnev
A New Approach for JPEG Steganalysis with a Cognitive Evolving Ensembler and Robust Feature Selection. 751-764 - Kuppusamy Saraswathi, Thangavel Renukadevi:
Deep Non-linear and Unbiased Deep Decisive Pooling Learning-Based Opinion Mining of Customer Review. 765-777 - Teng Gao, Qing Pan, Jian Zhou
A Novel Attention-Guided Generative Adversarial Network for Whisper-to-Normal Speech Conversion. 778-792 - Hui Chen, Pengfei Hong, Wei Han, Navonil Majumder, Soujanya Poria
Dialogue Relation Extraction with Document-Level Heterogeneous Graph Attention Networks. 793-802
Volume 15, Number 3, May 2023
- Dengdi Sun, Liang Liu, Bin Luo, Zhuanlian Ding:
GLASS: A Graph Laplacian Autoencoder with Subspace Clustering Regularization for Graph Clustering. 803-821 - Basanti Pal Nandi
Aspect Based Sentiment Analysis Using Long-Short Term Memory and Weighted N-Gram Graph-Cut. 822-837 - Xuecheng Fan, Zeshui Xu:
Double-Level Multi-attribute Group Decision-making Method Based on Intuitionistic Fuzzy Theory and Evidence Reasoning. 838-855 - Qinyao Chang, Shiping Zhu
Human Vision Attention Mechanism-Inspired Temporal-Spatial Feature Pyramid for Video Saliency Detection. 856-868 - Muhammad Naeem Khan Tanoli, Muhammad Gulistan
Complex Cubic Fuzzy Einstein Averaging Aggregation Operators: Application to Decision-making Problems. 869-887 - P. S. Thanigaivelu, S. S. Sridhar, S. Fouziya Sulthana:
OISVM: Optimal Incremental Support Vector Machine-based EEG Classification for Brain-computer Interface Model. 888-903 - Najmeh Ziraki, Alireza Bosaghzadeh, Fadi Dornaika
Inductive Multi-View Semi-supervised Learning with a Consensus Graph. 904-913 - Sivakumar Murugaiyan
Aspect-Based Sentiment Analysis of Customer Speech Data Using Deep Convolutional Neural Network and BiLSTM. 914-931 - Syed Saud Naqvi, Zubair Akhtar Langah, Haroon Ahmed Khan
GLAN: GAN Assisted Lightweight Attention Network for Biomedical Imaging Based Diagnostics. 932-942 - Shuang Wu
SRFFNet: Self-refine, Fusion and Feedback for Salient Object Detection. 943-955 - Zuohan Chen
A Grouping Cooperative Differential Evolution Algorithm for Solving Partially Separable Complex Optimization Problems. 956-975 - Enrico De Santis
Prototype Theory Meets Word Embedding: A Novel Approach for Text Categorization via Granular Computing. 976-997 - Donatas Laurinavicius, Rytis Maskeliunas, Robertas Damasevicius
Improvement of Facial Beauty Prediction Using Artificial Human Faces Generated by Generative Adversarial Network. 998-1015 - Wei Liu
Multi-Scale Convolutional Neural Network for Temporal Knowledge Graph Completion. 1016-1022 - Jujie Wang, Shuzhou Zhu:
A Novel Stock Index Direction Prediction Based on Dual Classifier Coupling and Investor Sentiment Analysis. 1023-1041 - Ankit Vidyarthi
A Dense-Layered Deep Neural Model-Based Classification of Brain Hemorrhages Using Head Computer Tomography Images. 1042-1052 - Jun Yu, Yukun Zheng, Yinglin Wang, Zuhe Li, Liang Zhu:
Joint and Individual Feature Fusion Hashing for Multi-modal Retrieval. 1053-1064 - Alberto Fernández-Isabel, Javier Cabezas, Daniela Moctezuma
Improving Sentiment Classification Performance through Coaching Architectures. 1065-1081 - Dazhi Jiang, Hao Liu
CSAT-FTCN: A Fuzzy-Oriented Model with Contextual Self-attention Network for Multimodal Emotion Recognition. 1082-1091 - Zhaoxia Wang, Zhenda Hu, Fang Li, Seng-Beng Ho, Erik Cambria
Learning-Based Stock Trending Prediction by Incorporating Technical Indicators and Social Media Sentiment. 1092-1102
Volume 15, Number 4, July 2023
- Zhe Sun, Vassilis Cutsuridis, Cesar F. Caiafa, Jordi Solé-Casals:
Brain Simulation and Spiking Neural Networks. 1103-1105 - Jin Zhang, Fan Feng, Tianyi Han, Xiaoli Gong, Feng Duan
Detection of Autism Spectrum Disorder using fMRI Functional Connectivity with Feature Selection and Deep Learning. 1106-1117 - Taira Kobayashi
Testing an Explicit Method for Multi-compartment Neuron Model Simulation on a GPU. 1118-1131 - Caglar Cakan
neurolib: A Simulation Framework for Whole-Brain Neural Mass Modeling. 1132-1152 - Hao Cheng, Feng Duan
Spiking Memory Policy with Population-encoding for Partially Observable Markov Decision Process Problems. 1153-1166 - Xiaohe Xue
Spiking Recurrent Neural Networks Represent Task-Relevant Neural Sequences in Rule-Dependent Computation. 1167-1189 - Jeffrey D. Kopsick
Robust Resting-State Dynamics in a Large-Scale Spiking Neural Network Model of Area CA3 in the Mouse Hippocampus. 1190-1210 - Jannik Luboeinski
Organization and Priming of Long-term Memory Representations with Two-phase Plasticity. 1211-1230 - Marcello Salustri, Ruggero Micheletto
Heterogeneous Axonal Delay Improves the Spiking Activity Propagation on a Toroidal Network. 1231-1242 - Rabi Shaw
1D Multi-Point Local Ternary Pattern: A Novel Feature Extraction Method for Analyzing Cognitive Engagement of students in Flipped Learning Pedagogy. 1243-1256 - Yikang Yang, Jia Ren, Feng Duan
The Spiking Rates Inspired Encoder and Decoder for Spiking Neural Networks: An Illustration of Hand Gesture Recognition. 1257-1272 - Mark Crook-Rumsey
Spatiotemporal EEG Dynamics of Prospective Memory in Ageing and Mild Cognitive Impairment. 1273-1299 - Hui-Shen Yuan
Multi-branch Bounding Box Regression for Object Detection. 1300-1307 - Dengdi Sun, Leilei Ma
An Attention-Driven Multi-label Image Classification with Semantic Embedding and Graph Convolutional Networks. 1308-1319 - Erzhou Zhu, Qixiang Yuan, Zhile Chen, Xuejian Li, Xianyong Fang
CCBLA: a Lightweight Phishing Detection Model Based on CNN, BiLSTM, and Attention Mechanism. 1320-1333 - Haifeng Zhao, Haiting Wu, Xin Wang:
OIAE: Overall Improved Autoencoder with Powerful Image Reconstruction and Discriminative Feature Extraction. 1334-1341 - Wenjun Bai
Data-driven Dimensional Expression Generation via Encapsulated Variational Auto-Encoders. 1342-1354 - Himmet Kaplan
Integrating Economic Theory, Domain Knowledge, and Social Knowledge into Hybrid Sentiment Models for Predicting Crude Oil Markets. 1355-1371 - Dong Tian, Jia Shi, Jianying Feng
A Self-Attention-Based Multi-Level Fusion Network for Aspect Category Sentiment Analysis. 1372-1390 - Marvin M. Agüero-Torales
Multidimensional Affective Analysis for Low-Resource Languages: A Use Case with Guarani-Spanish Code-Switching Language. 1391-1406
Volume 15, Number 5, September 2023
- Simone Scardapane, Claudio Gallicchio, Alessio Micheli
Guest Editorial: Trends in Reservoir Computing. 1407-1408 - Kiril Simov, Petia D. Koprinkova-Hristova
A Reservoir Computing Approach to Word Sense Disambiguation. 1409-1418 - Felix Köster
Limitations of the Recall Capabilities in Delay-Based Reservoir Computing Systems. 1419-1426 - Doreen Jirak, Stephan Tietz, Hassan Ali, Stefan Wermter
Echo State Networks and Long Short-Term Memory for Continuous Gesture Recognition: a Comparative Study. 1427-1439 - Rodrigo Martínez-Peña
Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems. 1440-1451 - Piotr Antonik
Bayesian Optimisation of Large-scale Photonic Reservoir Computers. 1452-1460 - Alejandro Morán
Hardware-Optimized Reservoir Computing System for Edge Intelligence Applications. 1461-1469 - Mantas Lukosevicius
Efficient Implementations of Echo State Network Cross-Validation. 1470-1484 - Anthony Strock
Latent Space Exploration and Functionalization of a Gated Working Memory Model Using Conceptors. 1485-1496 - Sanjoy Chakraborty
Improving Whale Optimization Algorithm with Elite Strategy and Its Application to Engineering-Design and Cloud Task Scheduling Problems. 1497-1525 - Xiaoyan Zhang, Doudou Guo
Two-way Concept-Cognitive Learning with Multi-source Fuzzy Context. 1526-1548 - Franz A. Van-Horenbeke
NILRNN: A Neocortex-Inspired Locally Recurrent Neural Network for Unsupervised Feature Learning in Sequential Data. 1549-1565 - Hao Ma, Fan Wu, Yun Guan, Le Xu, Jiangcong Liu, Lixia Tian
BrainNet with Connectivity Attention for Individualized Predictions Based on Multi-Facet Connections Extracted from Resting-State fMRI Data. 1566-1580 - Jian Dai
Tensorized Anchor Graph Learning for Large-scale Multi-view Clustering. 1581-1592 - Dilli Babu Salvakkam, Vijayalakshmi Saravanan, Praphula Kumar Jain, Rajendra Pamula:
Enhanced Quantum-Secure Ensemble Intrusion Detection Techniques for Cloud Based on Deep Learning. 1593-1612 - Neyla Sfeir, Igor Aleksander
Cognitive Phenomenology Neuroscience and Computation. 1613-1619 - Lucas Lörch
A Hebbian Model to Account for Musical Expertise Differences in a Working Memory Task. 1620-1639 - Wei Zhou, Jiawei Lian, Shunzhi Zhu, Yun Wu, Da-Han Wang
Vehicle Re-Identification by Separating Representative Spatial Features. 1640-1655 - Zhiyu Shao
Haptic Recognition of Texture Surfaces Using Semi-Supervised Feature Learning Based on Sparse Representation. 1656-1671 - Lixiang Xu
Deep Heuristic Evolutionary Regression Model Based on the Fusion of BiGRU and BiLSTM. 1672-1686 - Abdulrakeeb M. Al-Ssulami, Randh S. Alsorori, Aqil M. Azmi
Improving Coronary Heart Disease Prediction Through Machine Learning and an Innovative Data Augmentation Technique. 1687-1702 - Shukuo Zhao, Hongzhi You, Ru-Yuan Zhang, Bailu Si, Zonglei Zhen, Xiaohong Wan, Da-Hui Wang
An Interpretable Neuro-symbolic Model for Raven's Progressive Matrices Reasoning. 1703-1724 - Dingtian Yan
Few-Shot Object Detection with Weight Imprinting. 1725-1735 - Fen Lu
Image Retrieval Using Object Semantic Aggregation Histogram. 1736-1747 - Junyu Lai, Zhiyong Chen, Junhong Zhu, Wanyi Ma, Lianqiang Gan, Siyu Xie, Gun Li:
Deep Learning Based Traffic Prediction Method for Digital Twin Network. 1748-1766
Volume 15, Number 6, November 2023
- Abdul Rehman Javed, Ayesha Saadia, Huma Mughal, Thippa Reddy Gadekallu
Artificial Intelligence for Cognitive Health Assessment: State-of-the-Art, Open Challenges and Future Directions. 1767-1812 - Weiqi Zhou, Jueyan Wu, Yan Li, Jie Li, Mengli Sun, Rong Li, Chengbo Yang, Mu Zhang, Lisha Gong, Jiali Yu, Jinsong Leng, Qin Chen, Fengmei Lu, Huafu Chen, Qing Gao
The Antagonistic Alterations of Cerebellar Functional Segregation and Integration in Athletes with Fast Demands of Visual-Motor Coordination. 1813-1824 - Peiluan Li, Yuejing Lu, Changjin Xu, Jing Ren:
Insight into Hopf Bifurcation and Control Methods in Fractional Order BAM Neural Networks Incorporating Symmetric Structure and Delay. 1825-1867 - Yun Xiao, Yameng Huang, Chenglong Li
Lightweight Multi-modal Representation Learning for RGB Salient Object Detection. 1868-1883 - Malik Braik
Cognitively Enhanced Versions of Capuchin Search Algorithm for Feature Selection in Medical Diagnosis: a COVID-19 Case Study. 1884-1921 - Zekuan Yu
A Benchmark Dual-Modality Dental Imaging Dataset and a Novel Cognitively Inspired Pipeline for High-Resolution Dental Point Cloud Synthesis. 1922-1933 - Rui Yang, Xiao Wang, Yabin Zhu
Deep Triply Attention Network for RGBT Tracking. 1934-1946 - Sibao Chen
Fine-Grained Truck Re-identification: A Challenge. 1947-1960 - Xiaoyan Yuan, Zhenyu Liu, Qiongqiong Chen, Gang Li, Zhijie Ding, Zixuan Shangguan, Bin Hu
Combining Informative Regions and Clips for Detecting Depression from Facial Expressions. 1961-1972 - You Li, Zhizhou Lin, Yuming Lin
Learning Sentiment-Enhanced Word Representations by Fusing External Hybrid Sentiment Knowledge. 1973-1987 - Yaojia Zhang, Zaiwu Gong, Zhinan Hao, Jing Xu:
A Cognitive Uncertainty Calculation Method Based on Probabilistic Linguistic Term Set and Applications in Geopolitical Risk Assessment. 1988-2003 - Yandan Zheng
A Novel, Cognitively Inspired, Unified Graph-based Multi-Task Framework for Information Extraction. 2004-2013 - Hassan Ali
Snapture - a Novel Neural Architecture for Combined Static and Dynamic Hand Gesture Recognition. 2014-2033 - Ruihua Liu
AS-3DFCN: Automatically Seeking 3DFCN-Based Brain Tumor Segmentation. 2034-2049 - Jing Geng, Xin Zhang, Yijun Yan
MCCFNet: Multi-channel Color Fusion Network For Cognitive Classification of Traditional Chinese Paintings. 2050-2061 - Ulyana Morar
Prediction of Cognitive Test Scores from Variable Length Multimodal Data in Alzheimer's Disease. 2062-2086 - Yun Tie
Dynamic Gesture Recognition Based on Deep 3D Natural Networks. 2087-2100 - Yuchu Qin
A Novel Weighted Averaging Operator of Linguistic Interval-Valued Intuitionistic Fuzzy Numbers for Cognitively Inspired Decision-Making. 2101-2119 - Lu Chen
A Perceptually Adaptive Long-Term Tracking Method for the Complete Occlusion and Disappearance of a Target. 2120-2131 - Huanan Wang
Bifurcation Analysis of a Fractional-Order Bidirectional Associative Memory Neural Network with Multiple Delays. 2132-2151 - J. Jagadeesan, Subashree D., D. Nancy Kirupanithi:
An Optimized Ensemble Support Vector Machine-Based Extreme Learning Model for Real-Time Big Data Analytics and Disaster Prediction. 2152-2174 - P. Sridhar, Jayaraj Ramasamy
An Improved Grey Wolf Optimization-Based Convolutional Neural Network for the Segmentation of COVID-19 Lungs-Infected Parts. 2175-2188 - Maher Jebali
Deep Learning-Based Sign Language Recognition System for Cognitive Development. 2189-2201 - Xin Tian
A Biologically-Inspired Sparse Self-Representation Approach for Projected Fuzzy Double C-Means Clustering. 2202-2215 - Tao Li, Liyuan Zhang
Cognitively Inspired Group Decision-Making with Linguistic q-Rung Orthopair Fuzzy Preference Relations. 2216-2231
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