default search action
Machine Learning and Knowledge Extraction, Volume 4
Volume 4, Number 1, March 2022
- Nikolaos Tsokanas
, Roland Pastorino
A Comparison of Surrogate Modeling Techniques for Global Sensitivity Analysis in Hybrid Simulation. 1-21 - Nermeen Abou Baker
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification. 22-41 - Luís Filipe Costa Cunha
NER in Archival Finding Aids: Extended. 42-65 - Mehdi Hassanpour
A Survey of Near-Data Processing Architectures for Neural Networks. 66-102 - Acknowledgment to Reviewers of Machine Learning and Knowledge Extraction in 2021. 103-104
- Austin Schmidt
Machine Learning Based Restaurant Sales Forecasting. 105-130 - Ivan-Alejandro Garcia-Ramirez
A Novel Framework for Fast Feature Selection Based on Multi-Stage Correlation Measures. 131-149 - Scarlet Stadtler
Explainable Machine Learning Reveals Capabilities, Redundancy, and Limitations of a Geospatial Air Quality Benchmark Dataset. 150-171 - Matthias Hutsebaut-Buysse
Hierarchical Reinforcement Learning: A Survey and Open Research Challenges. 172-221 - Mónica P. Arenas
An Analysis of Cholesteric Spherical Reflector Identifiers for Object Authenticity Verification. 222-239 - Arashdeep Singh
Developing a Novel Fair-Loan Classifier through a Multi-Sensitive Debiasing Pipeline: DualFair. 240-253 - Nadeesha Perera
Comparison of Text Mining Models for Food and Dietary Constituent Named-Entity Recognition. 254-275 - Janosch Moos
Robust Reinforcement Learning: A Review of Foundations and Recent Advances. 276-315
Volume 4, Number 2, June 2022
- Nicholas Asher, Lucas de Lara, Soumya Paul, Chris Russell
Counterfactual Models for Fair and Adequate Explanations. 316-349 - Tareq Tayeh
An Attention-Based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series. 350-370 - Kabul Kurniawan
VloGraph: A Virtual Knowledge Graph Framework for Distributed Security Log Analysis. 371-396 - Bahareh Najafi
Missing Data Estimation in Temporal Multilayer Position-Aware Graph Neural Network (TMP-GNN). 397-417 - Tomonari Horikawa, Munenori Takahashi, Masaki Endo, Shigeyoshi Ohno, Masaharu Hirota
Estimating the Best Time to View Cherry Blossoms Using Time-Series Forecasting Method. 418-431 - Tong Yang
Knowledgebra: An Algebraic Learning Framework for Knowledge Graph. 432-445 - Vasileios Linardos
Machine Learning in Disaster Management: Recent Developments in Methods and Applications. 446-473 - Anastazia Zunic
The Case of Aspect in Sentiment Analysis: Seeking Attention or Co-Dependency? 474-487 - Amirarsalan Rajabi
TabFairGAN: Fair Tabular Data Generation with Generative Adversarial Networks. 488-501 - Nyle Siddiqui, Rushit Dave, Mounika Vanamala, Naeem Seliya:
Machine and Deep Learning Applications to Mouse Dynamics for Continuous User Authentication. 502-518 - Anastasia Gurina, Vladimir Eliseev
Quality Criteria and Method of Synthesis for Adversarial Attack-Resistant Classifiers. 519-541 - Cornelia Ferner
Benefits from Variational Regularization in Language Models. 542-555 - Alessa Angerschmid
Fairness and Explanation in AI-Informed Decision Making. 556-579
Volume 4, Number 3, September 2022
- Youfa Liu
Real Quadratic-Form-Based Graph Pooling for Graph Neural Networks. 580-590 - Ananth Mahadevan
Certifiable Unlearning Pipelines for Logistic Regression: An Experimental Study. 591-620 - Adithi D. Chakravarthy
Semantic Image Segmentation Using Scant Pixel Annotations. 621-640 - Nontakan Nuntachit
Do We Need a Specific Corpus and Multiple High-Performance GPUs for Training the BERT Model? An Experiment on COVID-19 Dataset. 641-664 - Daniel Sobien
Improving Deep Learning for Maritime Remote Sensing through Data Augmentation and Latent Space. 665-687 - Pejman Peykani
Input/Output Variables Selection in Data Envelopment Analysis: A Shannon Entropy Approach. 688-699 - Agus Santoso
Data Mining Algorithms for Operating Pressure Forecasting of Crude Oil Distribution Pipelines to Identify Potential Blockages. 700-714 - Antonina L. Nazarova
VLA-SMILES: Variable-Length-Array SMILES Descriptors in Neural Network-Based QSAR Modeling. 715-737 - Abdelouahid Ben Tamou
Live Fish Species Classification in Underwater Images by Using Convolutional Neural Networks Based on Incremental Learning with Knowledge Distillation Loss. 753-767 - Martha Chadyiwa
Investigating Machine Learning Applications in the Prediction of Occupational Injuries in South African National Parks. 768-778 - Dirk Tasche
Factorizable Joint Shift in Multinomial Classification. 779-802 - Cedric Roussel
Sensor Fusion for Occupancy Estimation: A Study Using Multiple Lecture Rooms in a Complex Building. 803-813
Volume 4, Number 4, December 2022
- Ioannis D. Apostolopoulos
Artificial Intelligence Methods for Identifying and Localizing Abnormal Parathyroid Glands: A Review Study. 814-826 - Amarah Epp-Stobbe, Ming-Chang Tsai
Comparison of Imputation Methods for Missing Rate of Perceived Exertion Data in Rugby. 827-838 - Bonginkosi A. Thango
On the Application of Artificial Neural Network for Classification of Incipient Faults in Dissolved Gas Analysis of Power Transformers. 839-851 - Kseniia Gromova
Automatic Extraction of Medication Information from Cylindrically Distorted Pill Bottle Labels. 852-864 - Jialin Zhang
Entropic Statistics: Concept, Estimation, and Application in Machine Learning and Knowledge Extraction. 865-887 - Mostafa Shahriari, Rudolf Ramler
How Do Deep-Learning Framework Versions Affect the Reproducibility of Neural Network Models? 888-911 - Laura Petrescu
Prospective Neural Network Model for Seismic Precursory Signal Detection in Geomagnetic Field Records. 912-923 - Anna Saranti
Actionable Explainable AI (AxAI): A Practical Example with Aggregation Functions for Adaptive Classification and Textual Explanations for Interpretable Machine Learning. 924-953 - Ryan Bluteau
Lottery Ticket Structured Node Pruning for Tabular Datasets. 954-967 - Felix Fischer
FeaSel-Net: A Recursive Feature Selection Callback in Neural Networks. 968-993 - Sebastian Kiefer
Semantic Interactive Learning for Text Classification: A Constructive Approach for Contextual Interactions. 994-1010 - Giuseppe Nuti, Andreea-Ingrid Cross, Philipp Rindler:
Evidence-Based Regularization for Neural Networks. 1011-1023 - Dilanga Abeyrathna
A Morphological Post-Processing Approach for Overlapped Segmentation of Bacterial Cell Images. 1024-1041 - Arjun Vinayak Chikkankod
On the Dimensionality and Utility of Convolutional Autoencoder's Latent Space Trained with Topology-Preserving Spectral EEG Head-Maps. 1042-1064 - Yoshie Ishii
A New Rough Set Classifier for Numerical Data Based on Reflexive and Antisymmetric Relations. 1065-1087 - Ivan Izonin
SGD-Based Cascade Scheme for Higher Degrees Wiener Polynomial Approximation of Large Biomedical Datasets. 1088-1106 - Sebastian Meznar
Ontology Completion with Graph-Based Machine Learning: A Comprehensive Evaluation. 1107-1123 - Ioannis D. Apostolopoulos
An Explainable Deep Learning Framework for Detecting and Localising Smoke and Fire Incidents: Evaluation of Grad-CAM++ and LIME. 1124-1135
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 2024-11-28 20:32 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: