default search action
Machine Learning and Knowledge Extraction, Volume 5
Volume 5, Number 1, March 2023
- Blaz Skrlj
, Matej Bevec, Nada Lavrac:
Multimodal AutoML via Representation Evolution. 1-13 - Vitalijs Fescenko
Synthetic Data Generation for Visual Detection of Flattened PET Bottles. 14-28 - Alanoud Mohammed Alduailaj
Detecting Arabic Cyberbullying Tweets Using Machine Learning. 29-42 - Weihang Zhang
IPPT4KRL: Iterative Post-Processing Transfer for Knowledge Representation Learning. 43-58 - Vladimir Araujo
Learning Sentence-Level Representations with Predictive Coding. 59-77 - Tobias Clement
XAIR: A Systematic Metareview of Explainable AI (XAI) Aligned to the Software Development Process. 78-108 - Yuto Omae
E2H Distance-Weighted Minimum Reference Set for Numerical and Categorical Mixture Data and a Bayesian Swap Feature Selection Algorithm. 109-127 - Neil Hwang
Detection of Temporal Shifts in Semantics Using Local Graph Clustering. 128-143 - Adeilson Antonio da Silva
On Deceiving Malware Classification with Section Injection. 144-168 - Jochen Garcke
Explainable Machine Learning. 169-170 - Acknowledgment to the Reviewers of Machine Learning and Knowledge Extraction in 2022. 171-172
- Edgar R. Weippl, Andreas Holzinger
Special Issue "Selected Papers from CD-MAKE 2020 and ARES 2020". 173-174 - Omar Enzo Santangelo
Machine Learning and Prediction of Infectious Diseases: A Systematic Review. 175-198 - Aniss Aiman Medbouhi
InvMap and Witness Simplicial Variational Auto-Encoders. 199-236 - Matt Jensen, Trent Stellingwerff, Courtney Pollock, James M. Wakeling, Marc Klimstra:
Can Principal Component Analysis Be Used to Explore the Relationship of Rowing Kinematics and Force Production in Elite Rowers during a Step Test? A Pilot Study. 237-251 - Hassan Noroznia, Majid Gandomkar, Javad Nikoukar, Ali Aranizadeh
A Novel Pipeline Age Evaluation: Considering Overall Condition Index and Neural Network Based on Measured Data. 252-268 - Federico Cabitza
Painting the Black Box White: Experimental Findings from Applying XAI to an ECG Reading Setting. 269-286 - Haeyong Kang, Chang D. Yoo:
Skew Class-Balanced Re-Weighting for Unbiased Scene Graph Generation. 287-303 - Emilija Strelcenia
A Survey on GAN Techniques for Data Augmentation to Address the Imbalanced Data Issues in Credit Card Fraud Detection. 304-329 - Talal H. Noor
Human Action Recognition-Based IoT Services for Emergency Response Management. 330-345
Volume 5, Number 2, June 2023
- Mattia G. Bergomi
Generalized Persistence for Equivariant Operators in Machine Learning. 346-358 - Abdulsalam Hajmohamad, Hasan Koyuncu
3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification. 359-383 - Zhaoyi Yuan, Hao Ding
A Diabetes Prediction System Based on Incomplete Fused Data Sources. 384-399 - Ryan Bluteau
Lottery Ticket Search on Untrained Models with Applied Lottery Sample Selection. 400-417 - Deepak Vivekanandan
A Reinforcement Learning Approach for Scheduling Problems with Improved Generalization through Order Swapping. 418-430 - Marcos Hernández Rodríguez
Artificial Intelligence-Based Prediction of Spanish Energy Pricing and Its Impact on Electric Consumption. 431-447 - Yu-Shan Shih, Yi-Hung Kung:
Tree-Structured Model with Unbiased Variable Selection and Interaction Detection for Ranking Data. 448-459 - Lucia Summers
A Multi-Input Machine Learning Approach to Classifying Sex Trafficking from Online Escort Advertisements. 460-472 - Gaurav Nanda, Aparajita Jaiswal, Hugo Castellanos, Yuzhe Zhou, Alex Choi, Alejandra J. Magana
Evaluating the Coverage and Depth of Latent Dirichlet Allocation Topic Model in Comparison with Human Coding of Qualitative Data: The Case of Education Research. 473-490 - Karthik Santhanaraj
Biologically Inspired Self-Organizing Computational Model to Mimic Infant Learning. 491-511 - Amar Shukla, Rajeev Tiwari
Alzheimer's Disease Detection from Fused PET and MRI Modalities Using an Ensemble Classifier. 512-538 - Maresa Schröder
What about the Latent Space? The Need for Latent Feature Saliency Detection in Deep Time Series Classification. 539-559 - Shrooq Algarni, Frederick T. Sheldon
Systematic Review of Recommendation Systems for Course Selection. 560-596 - Andrée C. Ehresmann, Mathias Béjean
A Mathematical Framework for Enriching Human-Machine Interactions. 597-610 - Qinghua Zhou, Jiaji Wang
A Survey of Deep Learning for Alzheimer's Disease. 611-668 - Maryam Kafikang, Abdeltawab M. Hendawi
Drug-Drug Interaction Extraction from Biomedical Text Using Relation BioBERT with BLSTM. 669-683
Volume 5, Number 3, June 2023
- Hanruo Zhu, Ziquan Zhu, Shuihua Wang
CovC-ReDRNet: A Deep Learning Model for COVID-19 Classification. 684-712 - Angel Pina, Corbin Petersheim
Using Machine Learning with Eye-Tracking Data to Predict if a Recruiter Will Approve a Resume. 713-724 - Jianfeng Li, Xiaoqin Lian:
Research on Forest Fire Detection Algorithm Based on Improved YOLOv5. 725-745 - Kristian Miok
The Value of Numbers in Clinical Text Classification. 746-762 - Fábio Eid Morooka
Deep Learning and Autonomous Vehicles: Strategic Themes, Applications, and Research Agenda Using SciMAT and Content-Centric Analysis, a Systematic Review. 763-781 - David Muhr
A Probabilistic Transformation of Distance-Based Outliers. 782-802 - Peter Salamon
Classification Confidence in Exploratory Learning: A User's Guide. 803-829 - Daniel Klosa
Low Cost Evolutionary Neural Architecture Search (LENAS) Applied to Traffic Forecasting. 830-846 - Ala Alam Falaki
Efficient Latent Space Compression for Lightning-Fast Fine-Tuning and Inference of Transformer-Based Models. 847-867 - Brian Lewandowski, Randy C. Paffenroth:
Autoencoder Feature Residuals for Network Intrusion Detection: One-Class Pretraining for Improved Performance. 868-890 - Mahmood Ul Haq
Capsule Network with Its Limitation, Modification, and Applications - A Survey. 891-921 - Hosein Barzekar, Susan McRoy
Achievable Minimally-Contrastive Counterfactual Explanations. 922-936 - Litao Qiao
Alternative Formulations of Decision Rule Learning from Neural Networks. 937-956 - Phillip Czech
Behavior-Aware Pedestrian Trajectory Prediction in Ego-Centric Camera Views with Spatio-Temporal Ego-Motion Estimation. 957-978 - Dylan Molinié
Identifying the Regions of a Space with the Self-Parameterized Recursively Assessed Decomposition Algorithm (SPRADA). 979-1009 - Paolo Gabriel Cachi
Improving Spiking Neural Network Performance with Auxiliary Learning. 1010-1022 - Mohammad MohammadAmini, Marcia Jesus, Davood Fanaei Sheikholeslami, Paulo Alves
Artificial Intelligence Ethics and Challenges in Healthcare Applications: A Comprehensive Review in the Context of the European GDPR Mandate. 1023-1035 - Frank Emmert-Streib
Defining a Digital Twin: A Data Science-Based Unification. 1036-1054 - Rebecca Potts, Rick Hackney, Georgios Leontidis
Tabular Machine Learning Methods for Predicting Gas Turbine Emissions. 1055-1075 - Michael C. Thrun
Analyzing Quality Measurements for Dimensionality Reduction. 1076-1118 - Alexandre Hudon
Comparing the Performance of Machine Learning Algorithms in the Automatic Classification of Psychotherapeutic Interactions in Avatar Therapy. 1119-1130 - Jorge Enrique Coyac-Torres
Cyberattack Detection in Social Network Messages Based on Convolutional Neural Networks and NLP Techniques. 1132-1148 - Taja Kuzman
Automatic Genre Identification for Robust Enrichment of Massive Text Collections: Investigation of Classification Methods in the Era of Large Language Models. 1149-1175 - Sarwat Ali, M. Arif Wani
Gradient-Based Neural Architecture Search: A Comprehensive Evaluation. 1176-1194 - Mohammad H. Alshayeji
Early Thyroid Risk Prediction by Data Mining and Ensemble Classifiers. 1195-1213 - Chandana Priya Nivarthi
Multi-Task Representation Learning for Renewable-Power Forecasting: A Comparative Analysis of Unified Autoencoder Variants and Task-Embedding Dimensions. 1214-1233
Volume 5, Number 4, December 2023
- Nurudin Alvarez-Gonzalez
Beyond Weisfeiler-Lehman with Local Ego-Network Encodings. 1234-1265 - Oliver Lohaj
Unraveling COVID-19 Dynamics via Machine Learning and XAI: Investigating Variant Influence and Prognostic Classification. 1266-1281 - Franc Lavric
Brainstorming Will Never Be the Same Again - A Human Group Supported by Artificial Intelligence. 1282-1301 - Yashwanth Karthik Kumar Mamidi
PCa-Clf: A Classifier of Prostate Cancer Patients into Patients with Indolent and Aggressive Tumors Using Machine Learning. 1302-1319 - Saman Sarraf
Optimal Topology of Vision Transformer for Real-Time Video Action Recognition in an End-To-End Cloud Solution. 1320-1339 - Cristian Ubal
Predicting the Long-Term Dependencies in Time Series Using Recurrent Artificial Neural Networks. 1340-1358 - Bahareh Najafi
Entropy-Aware Time-Varying Graph Neural Networks with Generalized Temporal Hawkes Process: Dynamic Link Prediction in the Presence of Node Addition and Deletion. 1359-1381 - Mohammed Lansari
When Federated Learning Meets Watermarking: A Comprehensive Overview of Techniques for Intellectual Property Protection. 1382-1406 - Veronika Smejkalová
Machine Learning Method for Changepoint Detection in Short Time Series Data. 1407-1432 - Robert S. Sullivan
Explaining Deep Q-Learning Experience Replay with SHapley Additive exPlanations. 1433-1455 - Miguel Garcia-Hidalgo, Ricardo Sevilla-Escoboza
Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse. 1456-1473 - Joel Arweiler
Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling. 1474-1492 - Ruchita Mehta
Deep Learning Techniques for Radar-Based Continuous Human Activity Recognition. 1493-1518 - Louisa Heidrich, Emanuel Slany
FairCaipi: A Combination of Explanatory Interactive and Fair Machine Learning for Human and Machine Bias Reduction. 1519-1538 - Amnon Bleich
Enhancing Electrocardiogram (ECG) Analysis of Implantable Cardiac Monitor Data: An Efficient Pipeline for Multi-Label Classification. 1539-1556 - Evaldo Jorge Alcántara Suárez, Victor Monzon Baeza
Evaluating the Role of Machine Learning in Defense Applications and Industry. 1557-1569 - Michael Mapundu
Explainable Stacked Ensemble Deep Learning (SEDL) Framework to Determine Cause of Death from Verbal Autopsies. 1570-1588 - Manzoor Hussain
Reconstruction-Based Adversarial Attack Detection in Vision-Based Autonomous Driving Systems. 1589-1611 - Esraa Samkari, Muhammad Arif
Human Pose Estimation Using Deep Learning: A Systematic Literature Review. 1612-1659 - Samuel Corecco, Giorgia Adorni
Proximal Policy Optimization-Based Reinforcement Learning and Hybrid Approaches to Explore the Cross Array Task Optimal Solution. 1660-1679 - Juan R. Terven
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS. 1680-1716 - Leandro L. Cunha, Miguel A. Brito
Active Learning in the Detection of Anomalies in Cryptocurrency Transactions. 1717-1745 - Jonathan Plangger, Mohamed M. Atia, Hicham Chaoui
FCIoU: A Targeted Approach for Improving Minority Class Detection in Semantic Segmentation Systems. 1746-1759 - Gili Rosenberg, John Kyle Brubaker
Explainable Artificial Intelligence Using Expressive Boolean Formulas. 1760-1795 - Borna Feldsar
Detecting Adversarial Examples Using Surrogate Models. 1796-1825 - Horacio Rodriguez-Bazan
Android Malware Classification Based on Fuzzy Hashing Visualization. 1826-1847 - Elie Neghawi
Analysing Semi-Supervised ConvNet Model Performance with Computation Processes. 1848-1876 - Rafael Rodrigues Mendes Ribeiro
Bayesian Network Structural Learning Using Adaptive Genetic Algorithm with Varying Population Size. 1877-1887 - Julien Hautot, Céline Teulière
Solving Partially Observable 3D-Visual Tasks with Visual Radial Basis Function Network and Proximal Policy Optimization. 1888-1904 - Faraz Ahmad, Massimo Ferri
Generalized Permutants and Graph GENEOs. 1905-1920 - Hossein Hassani
Social Intelligence Mining: Unlocking Insights from X. 1921-1936 - Sakorn Mekruksavanich
Effective Detection of Epileptic Seizures through EEG Signals Using Deep Learning Approaches. 1937-1952 - Jose Dixon
Statistical Analysis of Imbalanced Classification with Training Size Variation and Subsampling on Datasets of Research Papers in Biomedical Literature. 1953-1978
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-12-26 00:56 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: