Light Gradient Boosting Machine - Articles - Scientific Research Publishing

A Machine Learning Framework for Mood State Classification in Bipolar Disorder Using Clinical Features (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.12 No.8, August 21, 2025

DOI: 10.4236/oalib.1113869 56 Downloads 417 Views Citations
5G Network Vulnerabilities: A Security Mechanism for Detecting and Blocking DDoS Threats at the Network Edge (Articles)

Sakib Mahmud, Ahsan Ullah, Shakhawat Hossain Shipon, Mahedi Hassan, Md Nazmus Sakib

Journal of Information Security Vol.16 No.4, August 26, 2025

DOI: 10.4236/jis.2025.164024 134 Downloads 847 Views Citations
Radiotherapy Machine Downtime in Resource-Constrained Environments: A Quality Assurance-Oriented Analysis of BED/EQD2 Variations, Treatment Interruptions, and Patient Safety Concerns from the Standpoint of a Clinical Medical Physicist (Articles)

Meher Nigar Sharmin, Deepak Shankar Ray, Md. Imrul Kaes, Hussain Reza

International Journal of Medical Physics, Clinical Engineering and Radiation Oncology Vol.14 No.4, October 17, 2025

DOI: 10.4236/ijmpcero.2025.144010 38 Downloads 343 Views Citations
Financial Risk Analysis through Malicious URL Detection: Safeguarding Consumer Data in the Digital Economy (Articles)

Soundararajan, Vaibhav Bhaskar, Adith Kadiyala

Open Journal of Business and Management Vol.13 No.6, October 28, 2025

DOI: 10.4236/ojbm.2025.136209 110 Downloads 870 Views Citations
Enhancing the Self-Directed Learning of Non-Native English Speaking Employees through an Integration of Peer Support and Digital Applications (Articles)

Jeremy Thurman

Advances in Applied Sociology Vol.15 No.11, November 20, 2025

DOI: 10.4236/aasoci.2025.1511062 94 Downloads 478 Views Citations
Machine Learning in High-Energy Physics: Illustrative Applications in Theory and Experiment (Articles)

Maggie Li, Neil Pandya

Journal of Applied Mathematics and Physics Vol.13 No.11, November 28, 2025

DOI: 10.4236/jamp.2025.1311228 83 Downloads 886 Views Citations
Enhanced Multimodal Transformer for Treatment-Resistant Depression Prediction Using Synthetic fMRI, Genomic, and Clinical Data (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.1, January 15, 2026

DOI: 10.4236/oalib.1114447 40 Downloads 239 Views Citations
Wearable-Inspired Panic Episode Forecasting with Synthetic Physiological Time Series: A Feature Engineered Gradient Boosting Baseline with Clinically Motivated Thresholding (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 13, 2026

DOI: 10.4236/oalib.1114923 29 Downloads 162 Views Citations
A Multimodal Machine-Learning Framework for Predicting Lithium-Associated Renal Dysfunction from Synthetic Biomarker Trajectories (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.3, March 20, 2026

DOI: 10.4236/oalib.1114919 37 Downloads 257 Views Citations
PsychoGraph-Net: A Graph-Attentive Deep Learning Framework for Mapping, Predicting, and Interpreting Psychiatric Comorbidity Networks in Liaison Psychiatry (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 28, 2026

DOI: 10.4236/oalib.1115349 7 Downloads 22 Views Citations
Federated Learning for Privacy-Preserving Psychiatric Decision Support: A Simulation Proof-of-Concept for Multi-Institutional Collaborative Risk Prediction (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 28, 2026

DOI: 10.4236/oalib.1115138 5 Downloads 42 Views Citations
A Counterfactual Explainability Framework for Transparent, Actionable, and Clinician Validated Psychiatric Treatment Decision Support (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115348 7 Downloads 41 Views Citations
A Multimodal Machine Learning Framework for Detecting and Attributing Medication-Induced Cognitive Impairment in Psychiatric Patients (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115347 11 Downloads 75 Views Citations
Machine Learning Prediction of Aggression Risk in Psychiatric Patients: A Multi-Modal Approach Integrating Clinical History, Behavioural Patterns, and Physiological Signals (Articles)

Rocco de Filippis, Abdullah Al Foysal

Open Access Library Journal Vol.13 No.5, May 29, 2026

DOI: 10.4236/oalib.1115141 10 Downloads 76 Views Citations
Instant-Form and Light-Front Hamiltonian and Path Integral Formulations of the Conformally Gauge-Fixed Polyakov D1-Brane Action in the Presence of a Scalar Axion Field and an U(1) Gauge Field (Articles)

Usha Kulshreshtha, Daya S. Kulshreshtha

Journal of Modern Physics Vol.4 No.4A, April 30, 2013

DOI: 10.4236/jmp.2013.44A009 3,146 Downloads 5,275 Views Citations
This article belongs to the Special Issue on High Energy Physics
Light Soaking Induced Increase in Conversion Efficiency in Solar Cells Based on In(OH)_xS_y/Pb(OH)_xS_y (Articles)

Robinson Musembi, Bernard Aduda, Julius Mwabora, Marin Rusu, Kostantinos Fostiropoulos, Martha Lux-Steiner

Materials Sciences and Applications Vol.4 No.11, November 19, 2013

DOI: 10.4236/msa.2013.411090 3,911 Downloads 5,956 Views Citations
Intelligent and Predictive Vehicular Networks (Articles)

Schmidt Shilukobo Chintu, Richard Anthony, Maryam Roshanaei, Constantinos Ierotheou

Intelligent Control and Automation Vol.5 No.2, May 8, 2014

DOI: 10.4236/ica.2014.52007 4,064 Downloads 6,025 Views Citations
From E = mc² to E = mc²/22—A Short Account of the Most Famous Equation in Physics and Its Hidden Quantum Entanglement Origin (Articles)

Mohamed S. El Naschie

Journal of Quantum Information Science Vol.4 No.4, December 30, 2014

DOI: 10.4236/jqis.2014.44023 14,459 Downloads 17,321 Views Citations
Solar System. Angular Momentum. New Physics (Articles)

Vladimir S. Netchitailo

Journal of High Energy Physics, Gravitation and Cosmology Vol.5 No.1, December 18, 2018

DOI: 10.4236/jhepgc.2019.51005 1,435 Downloads 6,717 Views Citations
Expanding or Static Universe: Emergence of a New Paradigm (Articles)

Paul A. LaViolette

International Journal of Astronomy and Astrophysics Vol.11 No.2, June 1, 2021

DOI: 10.4236/ijaa.2021.112011 705 Downloads 4,644 Views Citations

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