Volume 21, Issue 4 (September 2024)

Editorial
Mirjana Ivanović, Miloš Radovanović and Vladimir Kurbalija
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Ivanović, M., Radovanović, M., Kurbalija, V.: Editorial. Computer Science and Information Systems, Vol. 21, No. 4, i-ii. (2024), https://doi.org/10.2298/CSIS240400iI

Guest Editorial: Explainable and trustworthy methods for next-generation artificial intelligence for Reasonable Data Size
Dalin Zhang and Ivan Luković
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Zhang, D., Luković, I.: Guest Editorial: Explainable and trustworthy methods for next-generation artificial intelligence for Reasonable Data Size. Computer Science and Information Systems, Vol. 21, No. 4, iii–iv. (2024), https://doi.org/10.2298/CSIS240400iiiZ

Guest Editorial: Recent Advances in AI Methods for Image Processing: Theory, Algorithms, and Applications
Shoulin Yin and Mirjana Ivanović
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Yin, S., Ivanović, M.: Guest Editorial: Recent Advances in AI Methods for Image Processing: Theory, Algorithms, and Applications. Computer Science and Information Systems, Vol. 21, No. 4, v–viii. (2024), https://doi.org/10.2298/CSIS240400vY

Guest Editorial: Selected papers from the European Conference on Advances in Databases and Information Systems
Francesca Bugiotti, Johann Gamper, Genoveva Vargas-Solar and Ester Zumpano
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Bugiotti, F., Gamper, J., Vargas-Solar, G., Zumpano, E.: Guest Editorial: Selected papers from the European Conference on Advances in Databases and Information Systems. Computer Science and Information Systems, Vol. 21, No. 4, ix–ix. (2024), https://doi.org/10.2298/CSIS240400ixB

Papers

Threshold Segmentation Based on Information Fusion for Object Shadow Detection in Remote Sensing Images
Shoulin Yin, Liguo Wang and Lin Teng
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Yin, S., Wang, L., Teng, L.: Threshold Segmentation Based on Information Fusion for Object Shadow Detection in Remote Sensing Images. Computer Science and Information Systems, Vol. 21, No. 4, 1221–1241. (2024), https://doi.org/10.2298/CSIS231230023Y

Tourist services management through clients scoring using a bio-inspired agent architecture
Raúl Moreno, Alberto Fernández-Isabel, Vı́ctor Aceña, Isaac Martı́n de Diego and Javier M. Moguerza
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Moreno, R., Fernández-Isabel, A., Aceña, V., Diego, I. M. d., Moguerza, J. M.: Tourist services management through clients scoring using a bio-inspired agent architecture. Computer Science and Information Systems, Vol. 21, No. 4, 1243–1268. (2024), https://doi.org/10.2298/CSIS231120034M

PTB-FLA Development Paradigm Adaptation for ChatGPT
Miroslav Popovic, Marko Popovic, Ivan Kastelan, Miodrag Djukic and Ilija Basicevic
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Popovic, M., Popovic, M., Kastelan, I., Djukic, M., Basicevic, I.: PTB-FLA Development Paradigm Adaptation for ChatGPT. Computer Science and Information Systems, Vol. 21, No. 4, 1269–1292. (2024), https://doi.org/10.2298/CSIS231224036P

TRL-PROTAC: A pre-trained generator of PROTACs targeting specific proteins optimized by reinforcement learning
Yuhao Dai and Fei Zhu
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Dai, Y., Zhu, F.: TRL-PROTAC: A pre-trained generator of PROTACs targeting specific proteins optimized by reinforcement learning. Computer Science and Information Systems, Vol. 21, No. 4, 1293–1320. (2024), https://doi.org/10.2298/CSIS240327039D

Psychological Effect Computation of Courtroom Arguments: A Deep Learning Approach of EEG Signal Data
Xuan Zhou, Yaming Liu, Baoqian Jiao, Hanzhen Ouyang and Weihui Dai
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Zhou, X., Liu, Y., Jiao, B., Ouyang, H., Dai, W.: Psychological Effect Computation of Courtroom Arguments: A Deep Learning Approach of EEG Signal Data. Computer Science and Information Systems, Vol. 21, No. 4, 1321–1334. (2024), https://doi.org/10.2298/CSIS240122037Z

A Method for Solving Reconfiguration Blueprints Based on Multi-Agent Reinforcement Learning
Jing Cheng, Wen Tan, Guangzhe Lv, Guodong Li, Wentao Zhang and Zihao Liu
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Cheng, J., Tan, W., Lv, G., Li, G., Zhang, W., Liu, Z.: A Method for Solving Reconfiguration Blueprints Based on Multi-Agent Reinforcement Learning. Computer Science and Information Systems, Vol. 21, No. 4, 1335–1357. (2024), https://doi.org/10.2298/CSIS231129035C

Biometric lock with facial recognition implemented with deep learning techniques
José Misael Burruel-Zazueta, Héctor Rodríguez-Rangel, Gloria Ekaterine Peralta-Peñuñuri, Vicenç Puig Cayuela, Ignacio Algredo-Badillo and Luis Alberto Morales-Rosales
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Burruel-Zazueta, J. M., Rodríguez-Rangel, H., Peralta-Peñuñuri, G. E., Cayuela, V. P., Algredo-Badillo, I., Morales-Rosales, L. A.: Biometric lock with facial recognition implemented with deep learning techniques. Computer Science and Information Systems, Vol. 21, No. 4, 1359–1387. (2024), https://doi.org/10.2298/CSIS240229038B

BLSAE-SNIDS: A Bi-LSTM Sparse Autoencoder Framework for Satellite Network Intrusion Detection
Shi Shuxin, Han Bing, Wu Zhongdai, Han Dezhi, Wu Huafeng and Mei Xiaojun
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Shuxin, S., Bing, H., Zhongdai, W., Dezhi, H., Huafeng, W., Xiaojun, M.: BLSAE-SNIDS: A Bi-LSTM Sparse Autoencoder Framework for Satellite Network Intrusion Detection. Computer Science and Information Systems, Vol. 21, No. 4, 1389–1410. (2024), https://doi.org/10.2298/CSIS240401041S

Sentiment Polarity Analysis of Love Letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face Transformer
Gaganpreet Kaur, Amandeep Kaur, Meenu Khurana and Robertas Damaševičius
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Kaur, G., Kaur, A., Khurana, M., Damaševičius, R.: Sentiment Polarity Analysis of Love Letters: Evaluation of TextBlob, Vader, Flair, and Hugging Face Transformer. Computer Science and Information Systems, Vol. 21, No. 4, 1411–1433. (2024), https://doi.org/10.2298/CSIS240328040K

Explainable and trustworthy methods for next-generation artificial intelligence for Reasonable Data Size

Advancing Crack Segmentation Detection:Introducing AAMC-Net Algorithm for Image Crack Analysis
WANG Xiaofang, LIU Chenfang, Hou Junliang and Zhou Liang
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Xiaofang, W., Chenfang, L., Junliang, H., Liang, Z.: Advancing Crack Segmentation Detection:Introducing AAMC-Net Algorithm for Image Crack Analysis. Computer Science and Information Systems, Vol. 21, No. 4, 1435–1455. (2024), https://doi.org/10.2298/CSIS230725042W

Enhancing Architectural Image Processing: A Novel 2D to 3D Algorithm Using Improved Convolutional Neural Networks
Qianying Zou, Fengyu Liu and Yuan Liao
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Zou, Q., Liu, F., Liao, Y.: Enhancing Architectural Image Processing: A Novel 2D to 3D Algorithm Using Improved Convolutional Neural Networks. Computer Science and Information Systems, Vol. 21, No. 4, 1457–1481. (2024), https://doi.org/10.2298/CSIS230725043Z

Learning Discriminative Representations through an Attention Mechanism for Image-based Person Re-identification
Jing Liu and Guoqing Zhou
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Liu, J., Zhou, G.: Learning Discriminative Representations through an Attention Mechanism for Image-based Person Re-identification. Computer Science and Information Systems, Vol. 21, No. 4, 1483–1498. (2024), https://doi.org/10.2298/CSIS230829044L

Semantic Feature-Based Test Selection for Deep Neural Networks: A Frequency Domain Perspective
Zhouxian Jiang, Honghui Li, Xuetao Tian and Rui Wang
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Jiang, Z., Li, H., Tian, X., Wang, R.: Semantic Feature-Based Test Selection for Deep Neural Networks: A Frequency Domain Perspective. Computer Science and Information Systems, Vol. 21, No. 4, 1499–1522. (2024), https://doi.org/10.2298/CSIS230907045J

AI Large Models Bring Great Opportunities to Reusable Design of CAD Software
Yunlei Sun, Bingyi Yan and Zhaotong Shao
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Sun, Y., Yan, B., Shao, Z.: AI Large Models Bring Great Opportunities to Reusable Design of CAD Software. Computer Science and Information Systems, Vol. 21, No. 4, 1523–1546. (2024), https://doi.org/10.2298/CSIS230907046S

A Hybrid GA-Powell Algorithm for Geometric Constraint Solving
Sun Yunlei and Li Yucong
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Yunlei, S., Yucong, L.: A Hybrid GA-Powell Algorithm for Geometric Constraint Solving. Computer Science and Information Systems, Vol. 21, No. 4, 1547–1565. (2024), https://doi.org/10.2298/CSIS230907047Y

ALFormer: Attribute Localization Transformer in Pedestrian Attribute Recognition
Yuxin Liu, Mingzhe Wang, Chao Li and Shuoyan Liu
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Liu, Y., Wang, M., Li, C., Liu, S.: ALFormer: Attribute Localization Transformer in Pedestrian Attribute Recognition. Computer Science and Information Systems, Vol. 21, No. 4, 1567–1582. (2024), https://doi.org/10.2298/CSIS231015048L

Recent Advances in AI Methods for Image Processing: Theory, Algorithms, and Applications

GCN-LSTM: Multi-label educational emotion prediction based on graph Convolutional network and long and short term memory network fusion label correlation in online social networks
Zhiguang Liu 1∗ , Fengshuai Li 2 , Guoyin Hao 3 , Xiaoqing He 1 , and Yuanheng Zhang 1
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1, Z. L. 1. ,. F. L. 2. ,. G. H. 3. ,. X. H. 1. ,. a. Y. Z.: GCN-LSTM: Multi-label educational emotion prediction based on graph Convolutional network and long and short term memory network fusion label correlation in online social networks. Computer Science and Information Systems, Vol. 21, No. 4, 1583–1605. (2024), https://doi.org/10.2298/CSIS240314049L

A multi-feature Fusion Model Based on Long and Short Term Memory Network and Improved Artificial Bee Colony Algorithm for English Text Classification
Tianying Wen
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Wen, T.: A multi-feature Fusion Model Based on Long and Short Term Memory Network and Improved Artificial Bee Colony Algorithm for English Text Classification. Computer Science and Information Systems, Vol. 21, No. 4, 1607–1627. (2024), https://doi.org/10.2298/CSIS240314050W

A Novel Industrial Big Data Fusion Method Based on Q-learning and Cascade Classifier
Xi Zhang, Jiyue Wang, Ying Huang and Feiyue Zhu
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Zhang, X., Wang, J., Huang, Y., Zhu, F.: A Novel Industrial Big Data Fusion Method Based on Q-learning and Cascade Classifier. Computer Science and Information Systems, Vol. 21, No. 4, 1629–1649. (2024), https://doi.org/10.2298/CSIS240314051Z

Remora Optimization Algorithm-based Adaptive Fusion via Ant Colony Optimization for Traveling Salesman Problem
Lin Piao
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Piao, L.: Remora Optimization Algorithm-based Adaptive Fusion via Ant Colony Optimization for Traveling Salesman Problem. Computer Science and Information Systems, Vol. 21, No. 4, 1651–1672. (2024), https://doi.org/10.2298/CSIS240314052P

GAN-DNADE: Image Encryption Algorithm Based on Generative Adversarial Network and DNA Dynamic Encoding
Xi Wang
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Wang, X.: GAN-DNADE: Image Encryption Algorithm Based on Generative Adversarial Network and DNA Dynamic Encoding. Computer Science and Information Systems, Vol. 21, No. 4, 1673–1697. (2024), https://doi.org/10.2298/CSIS240314053W

Multi-frame Network Feature Fusion Model and Self-attention Mechanism for Vehicle Lane Line Detection
Guang Zhu, Yajuan Liu and Jiyue Wang
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Zhu, G., Liu, Y., Wang, J.: Multi-frame Network Feature Fusion Model and Self-attention Mechanism for Vehicle Lane Line Detection. Computer Science and Information Systems, Vol. 21, No. 4, 1699–1723. (2024), https://doi.org/10.2298/CSIS240314054Z

Stacked Denoised Auto-encoding Network-based Kernel Principal Component Analysis for Cyber Physical Systems Intrusion Detection in Business Management
Zhihao Song
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Song, Z.: Stacked Denoised Auto-encoding Network-based Kernel Principal Component Analysis for Cyber Physical Systems Intrusion Detection in Business Management. Computer Science and Information Systems, Vol. 21, No. 4, 1725–1743. (2024), https://doi.org/10.2298/CSIS240314055S

A Novel Image Enhancement Method Using Retinex-based Illumination Map Weighted Guided Filtering
Su Chen and Dahai Li
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Chen, S., Li, D.: A Novel Image Enhancement Method Using Retinex-based Illumination Map Weighted Guided Filtering. Computer Science and Information Systems, Vol. 21, No. 4, 1745–1764. (2024), https://doi.org/10.2298/CSIS240314056C

Underwater Image Denoising Based on Curved Wave Filtering and Two-dimensional Variational Mode Decomposition
Lin Teng, Yulong Qiao and Shoulin Yin
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Teng, L., Qiao, Y., Yin, S.: Underwater Image Denoising Based on Curved Wave Filtering and Two-dimensional Variational Mode Decomposition. Computer Science and Information Systems, Vol. 21, No. 4, 1765–1781. (2024), https://doi.org/10.2298/CSIS240314057T

A Novel Deep Fully Convolutional Encoder-Decoder Network and Similarity Analysis for English Education Text Event Clustering Analysis
Zhenping Jing
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Jing, Z.: A Novel Deep Fully Convolutional Encoder-Decoder Network and Similarity Analysis for English Education Text Event Clustering Analysis. Computer Science and Information Systems, Vol. 21, No. 4, 1783–1800. (2024), https://doi.org/10.2298/CSIS240418062J

Attitude Estimation of aircraft Based on Quaternion SRCKF-SLAM Algorithm
Dandan Wang, Zhaokun Zhu, Liang Yu, Hongjie Li and Kaituo Tan
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Wang, D., Zhu, Z., Yu, L., Li, H., Tan, K.: Attitude Estimation of aircraft Based on Quaternion SRCKF-SLAM Algorithm. Computer Science and Information Systems, Vol. 21, No. 4, 1801–1822. (2024), https://doi.org/10.2298/CSIS240418058W

Spatio-Temporal-based Multi-level Aggregation Network for Physical Action Recognition
Yuhang Wang
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Wang, Y.: Spatio-Temporal-based Multi-level Aggregation Network for Physical Action Recognition. Computer Science and Information Systems, Vol. 21, No. 4, 1823–1843. (2024), https://doi.org/10.2298/CSIS240418060W

Multi-object Real-time Tracking for Intelligent Breeding of Animal
Fei Wang, Bin Xia and Liwu Pan
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Wang, F., Xia, B., Pan, L.: Multi-object Real-time Tracking for Intelligent Breeding of Animal. Computer Science and Information Systems, Vol. 21, No. 4, 1845–1864. (2024), https://doi.org/10.2298/CSIS240418059W

MFE-Transformer: Adaptive English Text Named Entity Recognition Method Based on Multi-feature Extraction and Transformer
Liuxin Gao
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Gao, L.: MFE-Transformer: Adaptive English Text Named Entity Recognition Method Based on Multi-feature Extraction and Transformer. Computer Science and Information Systems, Vol. 21, No. 4, 1865–1885. (2024), https://doi.org/10.2298/CSIS240418061G

Selected papers from the European Conference on Advances in Databases and Information Systems

Identifying Occurrences of the Cnidarian Physalia physalis in Social Media Data
Heloisa F. Rocha, Lorena S. Nascimento, Leonardo Camargo, Mauricio A. Noernberg, Aurora T. Ramirez Pozo and Carmem S. Hara
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Rocha, H. F., Nascimento, L. S., Camargo, L., Noernberg, M. A., Pozo, A. T. R., Hara, C. S.: Identifying Occurrences of the Cnidarian Physalia physalis in Social Media Data. Computer Science and Information Systems, Vol. 21, No. 4, 1887–1911. (2024), https://doi.org/10.2298/CSIS240301064R

Automatic Conceptual Database Design based on Heterogeneous Source Artifacts
Goran Banjac, Drazen Brdjanin and Danijela Banjac
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Banjac, G., Brdjanin, D., Banjac, D.: Automatic Conceptual Database Design based on Heterogeneous Source Artifacts. Computer Science and Information Systems, Vol. 21, No. 4, 1913–1961. (2024), https://doi.org/10.2298/CSIS240229065B

Maritime Trajectory Mining: An Automatic Zones of Interests Discovery and Annotation Framework
Omar Ghannou, Etienne Thuillier and Omar Boucelma
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Ghannou, O., Thuillier, E., Boucelma, O.: Maritime Trajectory Mining: An Automatic Zones of Interests Discovery and Annotation Framework. Computer Science and Information Systems, Vol. 21, No. 4, 1963–1978. (2024), https://doi.org/10.2298/CSIS240301063G