Issue 11/2022
Special Issue on Advanced Deep Learning Methods For Large Scale Repositories (pp. 8291/8464)
Content (59 Articles)
Special issue on advanced deep learning methods for large scale repositories
Sajid Anwar, Álvaro Rocha
An Assortment of Evolutionary Computation Techniques (AECT) in gaming
Maham Khalid, Feras Al-Obeidat, Abdallah Tubaishat, Babar Shah, Saad Razzaq, Fahad Maqbool, Muhammad Ilyas
Gene encoder: a feature selection technique through unsupervised deep learning-based clustering for large gene expression data
Uzma, Feras Al-Obeidat, Abdallah Tubaishat, Babar Shah, Zahid Halim
Improving aspect-level sentiment analysis with aspect extraction
Navonil Majumder, Rishabh Bhardwaj, Soujanya Poria, Alexander Gelbukh, Amir Hussain
Impact of data smoothing on semantic segmentation
Nuhman Ul Haq, Zia ur Rehman, Ahmad Khan, Ahmad Din, Sajid Shah, Abrar Ullah, Fawad Qayum
Effect of number of neurons and layers in an artificial neural network for generalized concrete mix design
Mohammad Adil, Rahat Ullah, Salma Noor, Neelam Gohar
A machine learning-based approach for the segmentation and classification of malignant cells in breast cytology images using gray level co-occurrence matrix (GLCM) and support vector machine (SVM)
Sana Ullah Khan, Naveed Islam, Zahoor Jan, Khalid Haseeb, Syed Inayat Ali Shah, Muhammad Hanif
Does semantics aid syntax? An empirical study on named entity recognition and classification
Xiaoshi Zhong, Erik Cambria, Amir Hussain
Bag of feature and support vector machine based early diagnosis of skin cancer
Ginni Arora, Ashwani Kumar Dubey, Zainul Abdin Jaffery, Alvaro Rocha
Building a knowledge graph by using cross-lingual transfer method and distributed MinIE algorithm on apache spark
Phuc Do, Trung Phan, Hung Le, Brij B. Gupta
Multiclass classification of nutrients deficiency of apple using deep neural network
Yogesh Kumar, Ashwani Kumar Dubey, Rajeev Ratan Arora, Alvaro Rocha
Recommendation of technological profiles to collaborate in software projects using document embeddings
Pablo Chamoso, Guillermo Hernández, Alfonso González-Briones, Francisco J. García-Peñalvo
A novel emergency situation awareness machine learning approach to assess flood disaster risk based on Chinese Weibo
Hua Bai, Hualong Yu, Guang Yu, Xing Huang
(CDRGI)-Cancer detection through relevant genes identification
Feras Al-Obeidat, Álvaro Rocha, Maryam Akram, Saad Razzaq, Fahad Maqbool
Parallel tensor factorization for relational learning
Feras Al-Obeidat, Álvaro Rocha, Muhammad Shahrose Khan, Fahad Maqbool, Saad Razzaq
Anomaly detection of industrial multi-sensor signals based on enhanced spatiotemporal features
Lin Jiang, Hang Xu, Jinhai Liu, Xiangkai Shen, Senxiang Lu, Zhan Shi
Weakly-supervised temporal action localization: a survey
AbdulRahman Baraka, Mohd Halim Mohd Noor
Research on water temperature prediction based on improved support vector regression
Quan Quan, Zou Hao, Huang Xifeng, Lei Jingchun
Road accident risk prediction using generalized regression neural network optimized with self-organizing map
Neda Kaffash Charandabi, Amir Gholami, Ali Abdollahzadeh Bina
Ancient poetry generation with an unsupervised method
Zhanjun Zhang, Haoyu Zhang, Qian Wan, Xiangyu Jia, Zhe Zhang, Jie Liu
QuasiVSD: efficient dual-frame smoke detection
Yichao Cao, Qingfei Tang, Shaosheng Xu, Fan Li, Xiaobo Lu
Generalized transformer in fault diagnosis of Tennessee Eastman process
Lei Zhang, Zhihuan Song, Qinghua Zhang, Zhiping Peng
Asymptotic stability of singular delayed reaction-diffusion neural networks
Xiang Wu, Shutang Liu, Yin Wang, Zhimin Bi
Development of an AI-based FSA for real-time condition monitoring for industrial machine
Amar Kumar Verma, Pallav Devang Raval, Neha Rajagopalan, Vaishnavi Khariya, Radhika Sudha
Dynamic differential annealing-based anti-spoofing model for fingerprint detection using CNN
B. Uma Maheswari, M. P. Rajakumar, J. Ramya
A Bayesian finite-element trained machine learning approach for predicting post-burn contraction
Ginger Egberts, Marianne Schaaphok, Fred Vermolen, Paul van Zuijlen
Embedding vector generation based on function call graph for effective malware detection and classification
Xiao-Wang Wu, Yan Wang, Yong Fang, Peng Jia
Brain stroke lesion segmentation using consistent perception generative adversarial network
Shuqiang Wang, Zhuo Chen, Senrong You, Bingchuan Wang, Yanyan Shen, Baiying Lei
Hybrid deep learning and genetic algorithms approach (HMB-DLGAHA) for the early ultrasound diagnoses of breast cancer
Hossam Magdy Balaha, Mohamed Saif, Ahmed Tamer, Ehab H. Abdelhay
Joining features by global guidance with bi-relevance trihard loss for person re-identification
Zhi Yu, Wencheng Qin, Zhiyong Huang, Lamia Tahsin, Daming Sun, Yuanhong Zhong
Short-term data-based spatial parallel autoreservoir computing on spatiotemporally chaotic system prediction
Yin Wang, Shutang Liu
Graph alternate learning for robust graph neural networks in node classification
Baoliang Zhang, Xiaoxin Guo, Zhenchuan Tu, Jia Zhang
Self-attention-based time-variant neural networks for multi-step time series forecasting
Changxia Gao, Ning Zhang, Youru Li, Feng Bian, Huaiyu Wan
Automated ECG multi-class classification system based on combining deep learning features with HRV and ECG measures
Ahmed S. Eltrass, Mazhar B. Tayel, Abeer I. Ammar
Social ski driver conditional autoregressive-based deep learning classifier for flight delay prediction
Desmond Bala Bisandu, Irene Moulitsas, Salvatore Filippone
DGA botnet detection method based on capsule network and k-means routing
Xiaoyang Liu, Jiamiao Liu
Boosting arithmetic optimization algorithm by sine cosine algorithm and levy flight distribution for solving engineering optimization problems
Laith Abualigah, Ahmed A. Ewees, Mohammed A. A. Al-qaness, Mohamed Abd Elaziz, Dalia Yousri, Rehab Ali Ibrahim, Maryam Altalhi
Locally fitting hyperplanes to high-dimensional data
M. Hou, C. Kambhampati
Cascade chaotic neural network (CCNN): a new model
Hamid Abbasi, Mahdi Yaghoobi, Mohammad Teshnehlab, Arash Sharifi
Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching
Fangfang Li, Yiheng Lu, Xingliang Mao, Junwen Duan, Xiyao Liu
Hybridization of soft-computing algorithms with neural network for prediction obstructive sleep apnea using biomedical sensor measurements
Mustafa Habeeb Chyad, Sadik Kamel Gharghan, Haider Qasim Hamood, Ahmed Saleh Hameed Altayyar, Salah L. Zubaidi, Hussein Mohammed Ridha
Modeling of dynamic data-driven approach for the distributed steel rolling heating furnace temperature field
Qingfeng Bao, Sen Zhang, Jin Guo, Zhengguang Xu, Zhenquan Zhang
Ovarian cancer detection using optical coherence tomography and convolutional neural networks
David Schwartz, Travis W. Sawyer, Noah Thurston, Jennifer Barton, Gregory Ditzler
Large scale salp-based grey wolf optimization for feature selection and global optimization
Mohammed Qaraad, Souad Amjad, Nazar K. Hussein, Mostafa A. Elhosseini
Overcoming language priors in VQA via adding visual module
Jia Zhao, Xuesong Zhang, Xuefeng Wang, Ying Yang, Gang Sun
Automated diagnosis of schistosomiasis by using faster R-CNN for egg detection in microscopy images prepared by the Kato–Katz technique
Bruno Alberto Soares Oliveira, João Marcelo Peixoto Moreira, Paulo Ricardo Silva Coelho, Deborah Aparecida Negrão-Corrêa, Stefan Michael Geiger, Frederico Gadelha Guimarães
Modified firefly algorithm for workflow scheduling in cloud-edge environment
Nebojsa Bacanin, Miodrag Zivkovic, Timea Bezdan, K. Venkatachalam, Mohamed Abouhawwash
An improved hybrid classification of brain tumor MRI images based on conglomeration feature extraction techniques
Twinkle Bansal, Neeru Jindal
Multi-level disentanglement graph neural network
Lirong Wu, Haitao Lin, Jun Xia, Cheng Tan, Stan Z. Li
Effects of binder types and other significant variables on the unconfined compressive strength of chemical-stabilized clayey soil using gene-expression programming
Van-Ngoc Pham, Erwin Oh, Dominic E. L. Ong
Intuitionistic fuzzy divergences: critical analysis and an application in figure skating
Muhammad Jabir Khan, Jose Carlos R. Alcantud, Poom Kumam, Wiyada Kumam, Ahmad N. Al-Kenani
Astrocytes mediate analogous memory in a multi-layer neuron–astrocyte network
Yuliya Tsybina, Innokentiy Kastalskiy, Mikhail Krivonosov, Alexey Zaikin, Victor Kazantsev, Alexander N. Gorban, Susanna Gordleeva
A robust crow search algorithm-based power system stabilizer for the SMIB system
Hamdullah Yokus, Ali Ozturk
A special 0-1 Knapsack problem for a small vegetable retailing system under fuzziness: a swarm optimization based approach
Samiran Acharyya, Chiranjit Changdar, Utpal Nandi
Artificial neural network-based fully data-driven models for prediction of newmark sliding displacement of slopes
Partha Sarathi Nayek, Maheshreddy Gade
An evolving ensemble model of multi-stream convolutional neural networks for human action recognition in still images
Sam Slade, Li Zhang, Yonghong Yu, Chee Peng Lim
Efficient machine learning algorithm for electroencephalogram modeling in brain–computer interfaces
Haibo Yi