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Publication search results
found 364 matches
- 2024
- Bola Abimbola
, Enrique A. de la Cal Marín, Qing Tan
:
Enhancing Legal Sentiment Analysis: A Convolutional Neural Network-Long Short-Term Memory Document-Level Model. Mach. Learn. Knowl. Extr. 6(2): 877-897 (2024) - Dina A. Alabbad, Shahad Y. Ajibi, Raghad B. Alotaibi, Noura K. Alsqer, Rahaf A. Alqahtani, Noor M. Felemban, Atta Rahman
, Sumayh S. Aljameel
, Mohammed Imran Basheer Ahmed
, Mustafa M. Youldash
:
Birthweight Range Prediction and Classification: A Machine Learning-Based Sustainable Approach. Mach. Learn. Knowl. Extr. 6(2): 770-788 (2024) - Adnan Alagic, Natasa Zivic
, Esad Kadusic
, Dzenan Hamzic, Narcisa Hadzajlic
, Mejra Dizdarevic, Elmedin Selmanovic
:
Machine Learning for an Enhanced Credit Risk Analysis: A Comparative Study of Loan Approval Prediction Models Integrating Mental Health Data. Mach. Learn. Knowl. Extr. 6(1): 53-77 (2024) - Fahad A. Alghamdi
, Haitham Almanaseer, Ghaith M. Jaradat
, Ashraf Jaradat
, Mutasem K. Alsmadi
, Sana Jawarneh
, Abdullah Almurayh
, Jehad Saad Alqurni, Hayat Alfagham:
Multilayer Perceptron Neural Network with Arithmetic Optimization Algorithm-Based Feature Selection for Cardiovascular Disease Prediction. Mach. Learn. Knowl. Extr. 6(2): 987-1008 (2024) - Johannes Allgaier
, Rüdiger Pryss:
Cross-Validation Visualized: A Narrative Guide to Advanced Methods. Mach. Learn. Knowl. Extr. 6(2): 1378-1388 (2024) - Abdulkarim Faraj Alqahtani, Mohammad Ilyas:
An Ensemble-Based Multi-Classification Machine Learning Classifiers Approach to Detect Multiple Classes of Cyberbullying. Mach. Learn. Knowl. Extr. 6(1): 156-170 (2024) - Mohammed G. Alsubaie
, Suhuai Luo, Kamran Shaukat:
Alzheimer's Disease Detection Using Deep Learning on Neuroimaging: A Systematic Review. Mach. Learn. Knowl. Extr. 6(1): 464-505 (2024) - Galiya Anarbekova, Luis Gonzaga Baca Ruiz
, Akerke Akanova, Saltanat Sharipova
, Nazira Ospanova
:
Fine-Tuning Artificial Neural Networks to Predict Pest Numbers in Grain Crops: A Case Study in Kazakhstan. Mach. Learn. Knowl. Extr. 6(2): 1154-1169 (2024) - Audris Arzovs, Janis Judvaitis
, Krisjanis Nesenbergs
, Leo Selavo
:
Distributed Learning in the IoT-Edge-Cloud Continuum. Mach. Learn. Knowl. Extr. 6(1): 283-315 (2024) - Maria Silvia Binetti
, Carmine Massarelli
, Vito Felice Uricchio
:
Machine Learning in Geosciences: A Review of Complex Environmental Monitoring Applications. Mach. Learn. Knowl. Extr. 6(2): 1263-1280 (2024) - Kuangsheng Cai, Zugang Chen, Hengliang Guo, Shaohua Wang
, Guoqing Li, Jing Li, Feng Chen, Hang Feng:
An Evaluative Baseline for Sentence-Level Semantic Division. Mach. Learn. Knowl. Extr. 6(1): 41-52 (2024) - Maya Cendana
, Ren-Jieh Kuo:
Categorical Data Clustering: A Bibliometric Analysis and Taxonomy. Mach. Learn. Knowl. Extr. 6(2): 1009-1054 (2024) - Teodor Chiaburu, Frank Haußer
, Felix Bießmann
:
Uncertainty in XAI: Human Perception and Modeling Approaches. Mach. Learn. Knowl. Extr. 6(2): 1170-1192 (2024) - Yuxin Cong, Toshiyuki Motohashi, Koki Nakao, Shinya Inazumi
:
Machine Learning Predictive Analysis of Liquefaction Resistance for Sandy Soils Enhanced by Chemical Injection. Mach. Learn. Knowl. Extr. 6(1): 402-419 (2024) - Sabrina Djeradi, Tahar Dahame, Mohamed Abdelilah Fadla, Bachir Bentria, Mohammed Benali Kanoun
, Souraya Goumri-Said
:
High-Throughput Ensemble-Learning-Driven Band Gap Prediction of Double Perovskites Solar Cells Absorber. Mach. Learn. Knowl. Extr. 6(1): 435-447 (2024) - Xuejia Du
, Sameer Salasakar
, Ganesh Thakur
:
A Comprehensive Summary of the Application of Machine Learning Techniques for CO2-Enhanced Oil Recovery Projects. Mach. Learn. Knowl. Extr. 6(2): 917-943 (2024) - Subhayu Dutta
, Subhrangshu Adhikary
, Ashutosh Dhar Dwivedi
:
VisFormers - Combining Vision and Transformers for Enhanced Complex Document Classification. Mach. Learn. Knowl. Extr. 6(1): 448-463 (2024) - Mohammadali Fallahian
, Mohsen Dorodchi, Kyle Kreth:
GAN-Based Tabular Data Generator for Constructing Synopsis in Approximate Query Processing: Challenges and Solutions. Mach. Learn. Knowl. Extr. 6(1): 171-198 (2024) - Stephen Fox, Vítor Fortes Rey:
Representing Human Ethical Requirements in Hybrid Machine Learning Models: Technical Opportunities and Fundamental Challenges. Mach. Learn. Knowl. Extr. 6(1): 580-592 (2024) - Seifollah Gholampour
:
Impact of Nature of Medical Data on Machine and Deep Learning for Imbalanced Datasets: Clinical Validity of SMOTE Is Questionable. Mach. Learn. Knowl. Extr. 6(2): 827-841 (2024) - Didier Gohourou
, Kazuhiro Kuwabara:
Knowledge Graph Extraction of Business Interactions from News Text for Business Networking Analysis. Mach. Learn. Knowl. Extr. 6(1): 126-142 (2024) - Daniel M. Goldstein, Chris Aldrich
, Louisa O'Connor
:
A Review of Orebody Knowledge Enhancement Using Machine Learning on Open-Pit Mine Measure-While-Drilling Data. Mach. Learn. Knowl. Extr. 6(2): 1343-1360 (2024) - Loay Hassan
, Mohamed Abdel-Nasser, Adel Saleh, Domenec Puig
:
Classifying Breast Tumors in Digital Tomosynthesis by Combining Image Quality-Aware Features and Tumor Texture Descriptors. Mach. Learn. Knowl. Extr. 6(1): 619-641 (2024) - Elizabeth Hofer
, Martin v. Mohrenschildt
:
Locally-Scaled Kernels and Confidence Voting. Mach. Learn. Knowl. Extr. 6(2): 1126-1144 (2024) - Danial Hooshyar
, Roger Azevedo
, Yeongwook Yang
:
Augmenting Deep Neural Networks with Symbolic Educational Knowledge: Towards Trustworthy and Interpretable AI for Education. Mach. Learn. Knowl. Extr. 6(1): 593-618 (2024) - Chihcheng Hsieh
, André Luís, José Neves, Isabel Blanco Nobre, Sandra Costa Sousa, Chun Ouyang
, Joaquim A. Jorge
, Catarina Moreira
:
EyeXNet: Enhancing Abnormality Detection and Diagnosis via Eye-Tracking and X-ray Fusion. Mach. Learn. Knowl. Extr. 6(2): 1055-1071 (2024) - Nhut Huynh, Kim-Doang Nguyen
:
Real-Time Droplet Detection for Agricultural Spraying Systems: A Deep Learning Approach. Mach. Learn. Knowl. Extr. 6(1): 259-282 (2024) - Michail Kaseris
, Ioannis Kostavelis
, Sotiris Malassiotis
:
A Comprehensive Survey on Deep Learning Methods in Human Activity Recognition. Mach. Learn. Knowl. Extr. 6(2): 842-876 (2024) - Tamás Katona
, Gábor Tóth
, Mátyás Petró
, Balázs Harangi
:
Advanced Multi-Label Image Classification Techniques Using Ensemble Methods. Mach. Learn. Knowl. Extr. 6(2): 1281-1297 (2024) - Abhijeet Kumar
, Anirban Guha, Sauvik Banerjee
:
Transforming Simulated Data into Experimental Data Using Deep Learning for Vibration-Based Structural Health Monitoring. Mach. Learn. Knowl. Extr. 6(1): 18-40 (2024)
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