Enhancing metagenomic classification with compression-based features

Authors: Silva, Jorge Miguel ^⁎, Almeida, João Rafael

Source: In Artificial Intelligence In Medicine October 2024 156

Enhanced Quantitative Damage Detection for Composite Laminates Using Compression-Based Features of Lamb Waves

Authors: Xiao-Feng Liu, zengliang zhou, Daiping Wei, Fuyuan Liang, Lin Bo

Enhancing metagenomic classification with compression-based features

Authors: Silva, Jorge Miguel, Almeida, João Rafael

Source: research@ua; Vol 15 (2024); 61 ; research@ua; vol. 15 (2024); 61 ; 2182-9357

File Description: application/pdf

Relation: https://proa.ua.pt/index.php/researchua/article/view/41788/26773; https://proa.ua.pt/index.php/researchua/article/view/41788

Availability: https://proa.ua.pt/index.php/researchua/article/view/41788

Algorithmic Compression Learning: A Hybrid Complexity–Deep Representation Framework for Medical Image Analysis

Authors: Mjahed, Soukaina, Mjahed, Ouail

Source: INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL; Vol. 21 No. 5 (2026): International Journal of Computers Communications & Control (October) ; 1841-9844 ; 1841-9836 ; 10.15837/ijccc.2026.5

Subject Terms: Algorithmic Complexity, Compression-Based Features, Hybrid Deep Learning, Structural Pattern Analysis

File Description: application/pdf

Relation: https://univagora.ro/jour/index.php/ijccc/article/view/7478/2616; https://univagora.ro/jour/index.php/ijccc/article/view/7478

Availability: https://univagora.ro/jour/index.php/ijccc/article/view/7478
https://doi.org/10.15837/ijccc.2026.5.7478

Interpretable Deepfake Detection in Videos via Explicit Forensic Features and Temporal Modeling

Authors: Benhama, Chahira, Allili, Mohand Saïd, Hamadene, Assia

Subject Terms: Computer Vision and Pattern Recognition

Access URL: https://arxiv.org/abs/2610.03380

Scalable Identification of Clinically Relevant Chronic Obstructive Pulmonary Disease Documents in Large-Scale Electronic Health Record Datasets With a Lightweight Natural Language Processing Model: Retrospective Cohort Study.

Authors: Al-Garadi M; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1475, Nashville, TN, 37203, United States, 1 (615) 936-6867., Davis SE; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1475, Nashville, TN, 37203, United States, 1 (615) 936-6867., Matheny ME; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1475, Nashville, TN, 37203, United States, 1 (615) 936-6867.; Department of Medicine, Vanderbilt University Medical Center, Nashville, TN, United States.; Department of Biostatistics, Vanderbilt University Medical Center, Nashville, TN, United States.; Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, TN, United States., Westerman D; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1475, Nashville, TN, 37203, United States, 1 (615) 936-6867., Conger AK; Division of Allergy, Pulmonology, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN, United States., Richmond BW; Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, TN, United States.; Division of Allergy, Pulmonology, and Critical Care Medicine, Vanderbilt University Medical Center, Nashville, TN, United States., Lasko TA; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1475, Nashville, TN, 37203, United States, 1 (615) 936-6867.; Department of Computer Science, Vanderbilt University, Nashville, TN, United States., Ricket IM; Department of Epidemiology, Dartmouth Geisel School of Medicine, Lebanon, NH, United States., Paulin LM; Department of Pulmonology, Dartmouth Hitchcock Medical Center, Lebanon, NH, United States., Brown JR; Department of Epidemiology, Dartmouth Geisel School of Medicine, Lebanon, NH, United States.; Center for Implementation Science, Dartmouth Geisel School of Medicine, Lebanon, NH, United States., Reeves RM; Department of Biomedical Informatics, Vanderbilt University Medical Center, 2525 West End Ave, Suite 1475, Nashville, TN, 37203, United States, 1 (615) 936-6867.; Tennessee Valley Healthcare System, Department of Veterans Affairs, Nashville, TN, United States.

Source: JMIR medical informatics [JMIR Med Inform] 2026 May 12; Vol. 14, pp. e84326. Date of Electronic Publication: 2026 May 12.

Publication Type: Journal Article; Research Support, N.I.H., Extramural

Journal Info: Publisher: JMIR Publications Country of Publication: Canada NLM ID: 101645109 Publication Model: Electronic Cited Medium: Internet ISSN: 2291-9694 (Electronic) Linking ISSN: 22919694 NLM ISO Abbreviation: JMIR Med Inform Subsets: MEDLINE

MeSH Terms: Data Mining*/methods , Data Mining*/standards , Clinical Relevance* , Pulmonary Disease, Chronic Obstructive* , Natural Language Processing* , Classification Algorithms*, Datasets as Topic ; Electronic Health Records ; Retrospective Studies ; Humans ; Random Forest ; Boosting Machine Learning Algorithms ; Document Analysis

Decoding the Past: Explainable Machine Learning Models for Dating Historical Texts

Authors: Pinto, Paulo J. N., Pinho, Armando J., Pratas, Diogo

Index Terms: Computation and Language, text

URL: http://arxiv.org/abs/2511.23056

Tamper detection and integrity verification of images using deep learning and decentralized hash-based ledger.

Authors: Guttavelli, Anitha, Gorle, Ramesh

Source: AIP Advances; Mar2026, Vol. 16 Issue 3, p1-9, 9p

Subject Terms: Convolutional neural networks, Blockchains, Digital forensics, Peer-to-peer architecture (Computer networks), Deep learning

Enhancing Data Compression: Recent Innovations in LZ77 Algorithms.

Authors: Hong, Aaron, Boucher, Christina

Source: Journal of Computational Biology; Aug2025, Vol. 32 Issue 8, p761-780, 20p

Efficient Compression of Red Blood Cell Image Dataset Using Joint Deep Learning-Based Pattern Classification and Data Compression.

Authors: Nusrat, Zerin, Mahmud, Md Firoz, Pan, W. David

Source: Electronics (2079-9292); Apr2025, Vol. 14 Issue 8, p1556, 21p

Subject Terms: Image compression, Data compression, Image recognition (Computer vision), Transformer models, Erythrocytes, Deep learning

Virus genome sequence classification using features based on nucleotides, words and compression

Authors: Wang, T., Herbster, M., Mian, I. S.

Subject Terms: Quantitative Biology - Genomics

Access URL: http://arxiv.org/abs/1809.03950

Scalable Identification of Clinically Relevant COPD Documents: A Lightweight NLP Model for Large-Scale EHR Datasets

Authors: Mohammed Al-Garadi, Sharon E. Davis, Michael E. Matheny, Dax Westerman, Adrienne K. Conger, Bradley W. Richmond, Thomas A. Lasko, Iben M. Ricket, Laura M. Paulin, Jeremiah R. Brown, Ruth M. Reeves

Authorship Attribution Methods, Challenges, and Future Research Directions: A Comprehensive Survey.

Authors: He, Xie, Lashkari, Arash Habibi, Vombatkere, Nikhill, Sharma, Dilli Prasad

Source: Information; Mar2024, Vol. 15 Issue 3, p131, 42p

Subject Terms: Attribution of authorship, Protection of trade secrets, Copyright infringement, Research personnel

Object-based forgery detection in surveillance video using capsule network.

Authors: Bakas, Jamimamul, Naskar, Ruchira, Nappi, Michele, Bakshi, Sambit

Source: Journal of Ambient Intelligence & Humanized Computing; Apr2023, Vol. 14 Issue 4, p3781-3791, 11p

BiComp-DTA: Drug-target binding affinity prediction through complementary biological-related and compression-based featurization approach.

Authors: Kalemati, Mahmood, Zamani Emani, Mojtaba, Koohi, Somayyeh

Source: PLoS Computational Biology; 3/31/2023, Vol. 19 Issue 3, p1-28, 28p, 4 Diagrams, 12 Charts, 5 Graphs

Subject Terms: Artificial neural networks, Drug discovery, Biological assay, Amino acid sequence, Protein conformation, Computational neuroscience

An efficient classification approach in imbalanced datasets for intrinsic plagiarism detection.

Authors: Polydouri, Andrianna, Vathi, Eleni, Siolas, Georgios, Stafylopatis, Andreas

Source: Evolving Systems; Sep2020, Vol. 11 Issue 3, p503-515, 13p

Urban area understanding based on compression methods.

Authors: Espinoza-Molina, Daniela, Datcu, Mihai

Source: Joint Urban Remote Sensing Event 2013; 2013, p174-177, 4p

Classification and Clustering of Music for Novel Music Access Applications.

Authors: Gabbay, D. M., Siekmann, J., Bundy, A., Carbonell, J. G., Pinkal, M., Uszkoreit, H., Veloso, M., Wahlster, W., Wooldridge, M. J., Aiello, Luigia Carlucci, Baader, Franz, Bibel, Wolfgang, Bolc, Leonard, Boutilier, Craig, Brachman, Ron, Buchanan, Bruce G., Cohn, Anthony, Garcez, Artur d'Avila, del Cerro, Luis Fariñas, Furukawa, Koichi

Source: Machine Learning Techniques for Multimedia; 2008, p249-285, 37p

Earth-Observation Image Retrieval Based on Content, Semantics, and Metadata.

Authors: Espinoza-Molina, Daniela, Datcu, Mihai

Source: IEEE Transactions on Geoscience & Remote Sensing; Nov2013, Vol. 51 Issue 11, p5145-5159, 15p

Subject Terms: Multimedia systems, Information retrieval, Information theory, Databases, Metadata

Communication and Intelligent Systems

Authors: Harish Sharma, Vivek Shrivastava, Kusum Kumari Bharti, Lipo Wang

Resource Type: eBook.

Subjects: Artificial intelligence--Congresses

Categories: COMPUTERS / Artificial Intelligence / General, COMPUTERS / Image Processing, COMPUTERS / Artificial Intelligence / Computer Vision & Pattern Recognition, MATHEMATICS / Probability & Statistics / General, TECHNOLOGY & ENGINEERING / Engineering (General)