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Special Issue: Applications and advances in machine intelligence

Guest Editor

Prof. Jorge Bernardino
Polytechnic of Coimbra, ISEC, Rua Pedro Nunes, Quinta da Nora, 3030-190 Coimbra, Portugal
Email: jorge@isec.pt

Manuscript Topics


Machine Intelligence combines a wide variety of advanced technologies to give machines an ability to learn, adapt, make decisions, and display new behaviours. Machine Intelligence bring together Artificial Intelligence and Machine Learning.


In addition to original research, this MBE Special Issue on “Applications and Advances in Machine Intelligence” encourages review papers, including mini-reviews focused on a very specific topic. The topics covered by this Special Issue include but are not limited to:


• Artificial Intelligence
• Autonomous Vehicles
• Big Data
• Bioinformatics
• Computational Intelligence
• Deep Learning
• Evolutionary Systems
• Genetic Algorithms
• Intelligent Manufacturing
• Knowledge-based and agent-based systems
• Machine Intelligence – Theory and Practice
• Machine Learning
• Mathematical Modeling
• Natural Language Processing and Understanding
• Neural Networks
• Optimization
• Robotics
• Statistical Learning Theory


Instructions for authors
https://www.aimspress.com/mbe/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/

Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 30 July 2024

Published Papers(19)

Review
Image-guided prostate biopsy robots: A review
Yongde Zhang Qihang Yuan Hafiz Muhammad Muzzammil Guoqiang Gao Yong Xu
2023, Volume 20, Issue 8: 15135-15166. doi: 10.3934/mbe.2023678
Abstract HTML PDF Cited (3) Viewed (3659)
Review
Deep CNNs for glioma grading on conventional MRIs: Performance analysis, challenges, and future directions
Sonam Saluja Munesh Chandra Trivedi Ashim Saha
2024, Volume 21, Issue 4: 5250-5282. doi: 10.3934/mbe.2024232
Abstract HTML PDF Viewed (2099)
Research article
ECG classification efficient modeling with artificial bee colony optimization data augmentation and attention mechanism
Mingming Zhang Huiyuan Jin Ying Yang
2024, Volume 21, Issue 3: 4626-4647. doi: 10.3934/mbe.2024203
Abstract HTML PDF Cited (2) Viewed (1393)
Research article
ABCNet: A comprehensive highway visibility prediction model based on attention, Bi-LSTM and CNN
Wen Li Xuekun Yang Guowu Yuan Dan Xu
2024, Volume 21, Issue 3: 4397-4420. doi: 10.3934/mbe.2024194
Abstract HTML PDF Cited (2) Viewed (1585)
Research article
Advancing glioma diagnosis: Integrating custom U-Net and VGG-16 for improved grading in MR imaging
Sonam Saluja Munesh Chandra Trivedi Shiv S. Sarangdevot
2024, Volume 21, Issue 3: 4328-4350. doi: 10.3934/mbe.2024191
Abstract HTML PDF Cited (4) Viewed (1797)
Research article
Transformer-based cascade networks with spatial and channel reconstruction convolution for deepfake detection
Xue Li Huibo Zhou Ming Zhao
2024, Volume 21, Issue 3: 4142-4164. doi: 10.3934/mbe.2024183
Abstract HTML PDF Cited (4) Viewed (1883)
Research article
SASEGAN-TCN: Speech enhancement algorithm based on self-attention generative adversarial network and temporal convolutional network
Rongchuang Lv Niansheng Chen Songlin Cheng Guangyu Fan Lei Rao Xiaoyong Song Wenjing Lv Dingyu Yang
2024, Volume 21, Issue 3: 3860-3875. doi: 10.3934/mbe.2024172
Abstract HTML PDF Cited (2) Viewed (1929)
Research article
Exploring Multiple-Objective Optimization for Efficient and Effective Test Paper Design with Dynamic Programming Guided Genetic Algorithm
Han Wang Qingfeng Zhuge Edwin Hsing-Mean Sha Jianghua Xia Rui Xu
2024, Volume 21, Issue 3: 3668-3694. doi: 10.3934/mbe.2024162
Abstract HTML PDF Cited (1) Viewed (1369)
Research article
A two-stage grasp detection method for sequential robotic grasping in stacking scenarios
Jing Zhang Baoqun Yin Yu Zhong Qiang Wei Jia Zhao Hazrat Bilal
2024, Volume 21, Issue 2: 3448-3472. doi: 10.3934/mbe.2024152
Abstract HTML PDF Viewed (2111)
Research article
Torque control strategy of electric racing car based on acceleration intention recognition
Anlu Yuan Tieyi Zhang Lingcong Xiong Zhipeng Zhang
2024, Volume 21, Issue 2: 2879-2900. doi: 10.3934/mbe.2024128
Abstract HTML PDF Viewed (1945)
Research article
A hybrid butterfly algorithm in the optimal economic operation of microgrids
Guohao Sun Sen Yang Shouming Zhang Yixing Liu
2024, Volume 21, Issue 1: 1738-1764. doi: 10.3934/mbe.2024075
Abstract HTML PDF Cited (1) Viewed (1580)
Research article
Stability risk assessment of slopes using logistic model tree based on updated case histories
Feezan Ahmad Xiao-Wei Tang Mahmood Ahmad Roberto Alonso González-Lezcano Ali Majdi Mohamed Moafak Arbili
2023, Volume 20, Issue 12: 21229-21245. doi: 10.3934/mbe.2023939
Abstract HTML PDF Cited (6) Viewed (1640)
Review
Few-shot learning based on deep learning: A survey
Wu Zeng Zheng-ying Xiao
2024, Volume 21, Issue 1: 679-711. doi: 10.3934/mbe.2024029
Abstract HTML PDF Cited (17) Viewed (5589)
Research article
R-CNN and YOLOV4 based Deep Learning Model for intelligent detection of weaponries in real time video
K.P. Vijayakumar K. Pradeep A. Balasundaram A. Dhande
2023, Volume 20, Issue 12: 21611-21625. doi: 10.3934/mbe.2023956
Abstract HTML PDF Cited (3) Viewed (3224)
Research article
Prediction of personal default risks based on a sparrow search algorithm with support vector machine model
Xu Shen Xinyu Wang
2023, Volume 20, Issue 11: 19401-19415. doi: 10.3934/mbe.2023858
Abstract HTML PDF Cited (1) Viewed (1933)
Research article
A chaos-based adaptive equilibrium optimizer algorithm for solving global optimization problems
Yuting Liu Hongwei Ding Zongshan Wang Gushen Jin Bo Li Zhijun Yang Gaurav Dhiman
2023, Volume 20, Issue 9: 17242-17271. doi: 10.3934/mbe.2023768
Abstract HTML PDF Cited (7) Viewed (2063)
Research article
Complementary label learning based on knowledge distillation
Peng Ying Zhongnian Li Renke Sun Xinzheng Xu
2023, Volume 20, Issue 10: 17905-17918. doi: 10.3934/mbe.2023796
Abstract HTML PDF Viewed (1791)
Research article
Sparsity enhanced MRF algorithm for automatic object detection in GPR imagery
Changpu Meng Jie Yang
2023, Volume 20, Issue 9: 15883-15897. doi: 10.3934/mbe.2023707
Abstract HTML PDF Viewed (1797)
Research article
An ultra-lightweight detector with high accuracy and speed for aerial images
Lei Yang Guowu Yuan Hao Wu Wenhua Qian
2023, Volume 20, Issue 8: 13947-13973. doi: 10.3934/mbe.2023621
Abstract HTML PDF Cited (3) Viewed (2791)