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ORCIDIEEE Transactions on Emerging Topics in Computational Intelligence, Volume 5
Volume 5, Number 1, February 2021
- Weiping Ding, Nikhil R. Pal
, Chin-Teng Lin, Yiu-ming Cheung, Zehong Cao, Wenjian Luo:
Guest Editorial Special Issue on Emerging Computational Intelligence Techniques for Decision Making With Big Data in Uncertain Environments. 2-5 - Kanwal Mahmud, Muhammad Usman, Muddassar Azam Sindhu, Alireza Jolfaei, Gautam Srivastava:
Closing the Loop in Feedback Driven Learning Environments Using Trust Decision Making and Utility Theory. 6-18 - Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Rizwan Yasin, Youcef Djenouri:
An Evolutionary Model to Mine High Expected Utility Patterns From Uncertain Databases. 19-28 - Ye Shi, Chin-Teng Lin, Yu-Cheng Chang, Weiping Ding, Yuhui Shi, Xin Yao:
Consensus Learning for Distributed Fuzzy Neural Network in Big Data Environment. 29-41 - Wen Shi, Wei-Neng Chen, Tianlong Gu, Hu Jin, Jun Zhang:
Handling Uncertainty in Financial Decision Making: A Clustering Estimation of Distribution Algorithm With Simplified Simulation. 42-56 - Zuohong Xu, Zhou Zhang, Shilian Wang, Alireza Jolfaei, Ali Kashif Bashir, Ye Yan, Shahid Mumtaz:
Decentralized Opportunistic Channel Access in CRNs Using Big-Data Driven Learning Algorithm. 57-69 - Di Wu, Chao Wang, Yong Wu, Qicong Wang, De-Shuang Huang:
Attention Deep Model With Multi-Scale Deep Supervision for Person Re-Identification. 70-78 - Annalisa Riccardi, Jessica Gemignani, Francisco Fernández-Navarro, Anna Heffernan:
Optimisation of Non-Pharmaceutical Measures in COVID-19 Growth via Neural Networks. 79-91 - Rafael Lima Costa, Aline Carneiro Viana, Artur Ziviani, Leobino Nascimento Sampaio:
Tactful Networking: Humans in the Communication Loop. 92-107 - Diego Droghini, Stefano Squartini, Emanuele Principi, Leonardo Gabrielli, Francesco Piazza:
Audio Metric Learning by Using Siamese Autoencoders for One-Shot Human Fall Detection. 108-118 - Yaroslav Koshka, Mark A. Novotny:
Comparison of Use of a 2000 Qubit D-Wave Quantum Annealer and MCMC for Sampling, Image Reconstruction, and Classification. 119-129 - Weiping Ding, Isaac Triguero, Chin-Teng Lin:
Coevolutionary Fuzzy Attribute Order Reduction With Complete Attribute-Value Space Tree. 130-142 - Nitin Rathi, Kaushik Roy:
STDP Based Unsupervised Multimodal Learning With Cross-Modal Processing in Spiking Neural Networks. 143-153
Volume 5, Number 2, April 2021
- Yaqiang Yao, Huanhuan Chen, Xin Yao:
Discriminative Learning in the Model Space for Symbolic Sequence Classification. 154-167 - Yang Li, Bingbing Jiang, Huanhuan Chen, Xin Yao:
Symbolic Sequence Classification in the Fractal Space. 168-177 - Wenlong Hang, Shuang Liang, Kup-Sze Choi, Fu-Lai Chung, Shitong Wang:
Selective Transfer Classification Learning With Classification-Error-Based Consensus Regularization. 178-190 - Maria Tzelepi, Anastasios Tefas:
Graph Embedded Convolutional Neural Networks in Human Crowd Detection for Drone Flight Safety. 191-204 - Luefeng Chen, Min Li, Wanjuan Su, Min Wu, Kaoru Hirota, Witold Pedrycz:
Adaptive Feature Selection-Based AdaBoost-KNN With Direct Optimization for Dynamic Emotion Recognition in Human-Robot Interaction. 205-213 - Xingsi Xue, Junfeng Chen, Xin Yao:
Efficient User Involvement in Semiautomatic Ontology Matching. 214-224 - Huang-Chia Shih, Jung-Yu Chen:
Multiskin Color Segmentation Through Morphological Model Refinement. 225-235 - Supriya, Siuly Siuly, Hua Wang, Yanchun Zhang:
EEG Sleep Stages Analysis and Classification Based on Weighed Complex Network Features. 236-246 - Ronghui Ju, Pan Zhou, Shiping Wen, Wei Wei, Yuan Xue, Xiaolei Huang, Xin Yang:
3D-CNN-SPP: A Patient Risk Prediction System From Electronic Health Records via 3D CNN and Spatial Pyramid Pooling. 247-261 - Omar A. Ibrahim, James M. Keller, James C. Bezdek:
Evaluating Evolving Structure in Streaming Data With Modified Dunn's Indices. 262-273 - Animesh Chaturvedi, Aruna Tiwari, Nicolas Spyratos:
minStab: Stable Network Evolution Rule Mining for System Changeability Analysis. 274-283 - Neha Gupta, Samit Ari, Narayan Panigrahi:
Change Detection in Landsat Images Using Unsupervised Learning and RBF-Based Clustering. 284-297 - Xuesong Wang, Achun Bao, Yuhu Cheng, Qiang Yu:
Multipath Ensemble Convolutional Neural Network. 298-306
Volume 5, Number 3, June 2021
- Amit Agarwal, Deepak Uniyal, Durga Toshniwal, Dipanjan Deb:
Dense Vector Embedding Based Approach to Identify Prominent Disseminators From Twitter Data Amid COVID-19 Outbreak. 308-320 - Satyaki Roy, Preetom Biswas, Preetam Ghosh:
Quantifying Mobility and Mixing Propensity in the Spatiotemporal Context of a Pandemic Spread. 321-331 - Jing Ren, Feng Xia, Xiangtai Chen, Jiaying Liu, Mingliang Hou, Ahsan Shehzad, Nargiz Sultanova, Xiangjie Kong:
Matching Algorithms: Fundamentals, Applications and Challenges. 332-350 - Feng Tao, Yongcan Cao:
Resilient Learning of Computational Models With Noisy Labels. 351-360 - Monidipa Das, Soumya K. Ghosh:
Reducing Parameter Value Uncertainty in Discrete Bayesian Network Learning: A Semantic Fuzzy Bayesian Approach. 361-372 - Wing W. Y. Ng, Yuda Zhang, Jianjun Zhang, Debby Dan Wang, Fu Lee Wang:
Stochastic Sensitivity Tree Boosting for Imbalanced Prediction Problems of Protein-Ligand Interaction Sites. 373-383 - Nikolaos Passalis, George Mourgias-Alexandris, Apostolos Tsakyridis, Nikos Pleros, Anastasios Tefas:
Training Deep Photonic Convolutional Neural Networks With Sinusoidal Activations. 384-393 - Changqiao Xu, Junlong Zhu, Dapeng Oliver Wu:
Decentralized Online Learning Methods Based on Weight-Balancing Over Time-Varying Digraphs. 394-406 - Alia Asheralieva:
Optimal Computational Offloading and Content Caching in Wireless Heterogeneous Mobile Edge Computing Systems With Hopfield Neural Networks. 407-425 - Suresh Chavhan, Pallapa Venkataram:
Transport Management for Evacuation of Victims. 426-441 - Wenjian Luo, Wenjie Zhu, Li Ni, Yingying Qiao, Yigui Yuan:
SCA2: Novel Efficient Swarm Clustering Algorithm. 442-456 - Shiping Wen, Minghui Dong, Yin Yang, Pan Zhou, Tingwen Huang, Yiran Chen:
End-to-End Detection-Segmentation System for Face Labeling. 457-467 - Qiyue Li, Heng Qu, Zhi Liu, Nana Zhou, Wei Sun, Stephan Sigg, Jie Li:
AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization Systems. 468-480 - Ahsan Adeel, Mandar Gogate, Amir Hussain, William M. Whitmer:
Lip-Reading Driven Deep Learning Approach for Speech Enhancement. 481-490 - Fangqing Liu, Han Huang, Zhongming Yang, Zhifeng Hao, Jiangping Wang:
Search-Based Algorithm With Scatter Search Strategy for Automated Test Case Generation of NLP Toolkit. 491-503
Volume 5, Number 4, August 2021
- Moi Hoon Yap, Nazre Batool, Choon-Ching Ng, Mike Rogers, Kevin Walker:
A Survey on Facial Wrinkles Detection and Inpainting: Datasets, Methods, and Challenges. 505-519 - Bryce J. Murray, Muhammad Aminul Islam, Anthony J. Pinar, Derek T. Anderson, Grant J. Scott, Timothy C. Havens, James M. Keller:
Explainable AI for the Choquet Integral. 520-529 - Zhaolong Ling, Kui Yu, Hao Wang, Lei Li, Xindong Wu:
Using Feature Selection for Local Causal Structure Learning. 530-540 - Jiang Bian, Sijia Yang, Haoyi Xiong, Licheng Wang, Yanjie Fu, Zeyi Sun, Zhishan Guo, Jun Wang:
CRLEDD: Regularized Causalities Learning for Early Detection of Diseases Using Electronic Health Record (EHR) Data. 541-553 - Qurrat Ul Ain, Harith Al-Sahaf, Bing Xue, Mengjie Zhang:
Generating Knowledge-Guided Discriminative Features Using Genetic Programming for Melanoma Detection. 554-569 - Ye Tian, Xiaochun Su, Yansen Su, Xingyi Zhang:
EMODMI: A Multi-Objective Optimization Based Method to Identify Disease Modules. 570-582 - Yurui Ming, Dongrui Wu, Yu-Kai Wang, Yuhui Shi, Chin-Teng Lin:
EEG-Based Drowsiness Estimation for Driving Safety Using Deep Q-Learning. 583-594 - Hussain Mohammed Dipu Kabir, Abbas Khosravi, Saeid Nahavandi, Abdollah Kavousi-Fard:
Partial Adversarial Training for Neural Network-Based Uncertainty Quantification. 595-606 - Xin Liu, Yiu-Ming Cheung, Zhikai Hu, Yi He, Bineng Zhong:
Adversarial Tri-Fusion Hashing Network for Imbalanced Cross-Modal Retrieval. 607-619 - Lin Chen, Xue Jiang, Xingzhao Liu, Thiagalingam Kirubarajan, Zhixin Zhou:
Outlier-Robust Moving Object and Background Decomposition via Structured ${\ell }_p$-Regularized Low-Rank Representation. 620-638 - Suvra Jyoti Choudhury, Nikhil Ranjan Pal:
Deep and Structure-Preserving Autoencoders for Clustering Data With Missing Information. 639-650 - Rubing Huang, Weifeng Sun, Tsong Yueh Chen, Sebastian Ng, Jin-Fu Chen:
Identification of Failure Regions for Programs With Numeric Inputs. 651-667 - Hongyu An, Qiyuan An, Yang Yi:
Realizing Behavior Level Associative Memory Learning Through Three-Dimensional Memristor-Based Neuromorphic Circuits. 668-678 - Yujin Hong, Dezhi Xu, Weilin Yang, Bin Jiang, Xing-Gang Yan:
A Novel Multi-Agent Model-Free Control for State-of-Charge Balancing Between Distributed Battery Energy Storage Systems. 679-688 - Mohammad Hassan Khooban, Meysam Gheisarnejad:
A Novel Deep Reinforcement Learning Controller Based Type-II Fuzzy System: Frequency Regulation in Microgrids. 689-699 - Tingyang Wei, Jinghui Zhong, Jun Zhang:
An Energy-Efficient Partition-Based Framework With Continuous Ant Colony Optimization for Target Tracking in Mobile Sensor Networks. 700-713 - Yumeng Yuan, Yuhua Li, Zhenlong Zhu, Ruixuan Li, Xiwu Gu:
Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning. 714-723 - Yumeng Yuan, Yuhua Li, Zhenlong Zhu, Ruixuan Li, Xiwu Gu:
Corrections to "Joint Domain Adaptation Based on Adversarial Dynamic Parameter Learning". 724-725
Volume 5, Number 5, October 2021
- Yu Zhang, Peter Tiño, Ales Leonardis, Ke Tang:
A Survey on Neural Network Interpretability. 726-742 - Jichen Shi, Zhigang Zeng:
Design of In-Situ Learning Bidirectional Associative Memory Neural Network Circuit With Memristor Synapse. 743-754 - Eirini Troullinou, Grigorios Tsagkatakis, Spyridon Chavlis, Gergely F. Turi, Wen-Ke Li, Attila Losonczy, Panagiotis Tsakalides, Panayiota Poirazi:
Artificial Neural Networks in Action for an Automated Cell-Type Classification of Biological Neural Networks. 755-767 - Hussain Mohammed Dipu Kabir, Abbas Khosravi, Saeid Nahavandi, Dipti Srinivasan:
Neural Network Training for Uncertainty Quantification Over Time-Range. 768-779 - Yu-Fei Lin, Tzu-Ming Huang, Wei-Ho Chung, Yeong-Luh Ueng:
Forecasting Fluctuations in the Financial Index Using a Recurrent Neural Network Based on Price Features. 780-791 - Malik S. A., Ajaz Hussain Mir:
Discrete Multiplierless Implementation of Fractional Order Hindmarsh-Rose Model. 792-802 - Zhenghua Chen, Min Wu, Kaizhou Gao, Jiyan Wu, Jie Ding, Zeng Zeng, Xiaoli Li:
A Novel Ensemble Deep Learning Approach for Sleep-Wake Detection Using Heart Rate Variability and Acceleration. 803-812 - Suraj Prakash Sahoo, Samit Ari, Kamalakanta Mahapatra, Saraju P. Mohanty:
HAR-Depth: A Novel Framework for Human Action Recognition Using Sequential Learning and Depth Estimated History Images. 813-825 - Yulin Lan, Fagui Liu, Wing W. Y. Ng, Jun Zhang, Mengke Gui:
Decomposition Based Multi-Objective Variable Neighborhood Descent Algorithm for Logistics Dispatching. 826-839 - Yize Chen, Hao Wang:
IntelligentCrowd: Mobile Crowdsensing via Multi-Agent Reinforcement Learning. 840-845 - LeSheng Jin, Radko Mesiar, Andrea Stupnanová, Ronald R. Yager:
Some Generalized Integrals Applied in Scientometrics and Related Evaluation. 846-853 - Mahdi Mosayebi, Meysam Gheisarnejad, Mohammad Hassan Khooban:
An Intelligent Type-2 Fuzzy Stabilization of Multi-DC Nano Power Grids. 854-859
Volume 5, Number 6, December 2021
- Ghulam Mohi Ud Din, Angelos K. Marnerides, Qi Shi, Chelsea Dobbins, Áine MacDermott:
Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems. 860-870 - Lin Wang, Andrea Cavallaro:
Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones. 871-881 - Paul Fergus, Carl Chalmers, Casimiro Aday Curbelo Montañez, Denis Reilly, Paulo Lisboa, Beth Pineles:
Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes. 882-892 - Nitin Naik, Changjing Shang, Paul Jenkins, Qiang Shen:
D-FRI-Honeypot: A Secure Sting Operation for Hacking the Hackers Using Dynamic Fuzzy Rule Interpolation. 893-907 - Preeti Jha, Aruna Tiwari, Neha Bharill, Milind B. Ratnaparkhe, Mukkamalla Mounika, Neha Nagendra:
A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data. 908-919 - Yichi Zhang, Chunhua Yang, Keke Huang, Marko Jusup, Zhen Wang, Xuelong Li:
Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering. 920-930 - John Boaz Lee, Giang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim:
Dynamic Node Embeddings From Edge Streams. 931-946 - Jing-jing Wang, Ling Wang:
A Bi-Population Cooperative Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling. 947-961 - Hooman Mohammadi-Moghadam, Meysam Gheisarnejad, Zahra Esfahani, Mohammad Hassan Khooban:
A Novel Supervised Control Strategy for Interconnected DFIG-Based Wind Turbine Systems: MiL Validations. 962-971
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