Connected
Publications can link back to projects, research areas, team members, datasets, and code repositories.
Publications
Scholarly outputs, technical reports, software papers, and student research evidence.
The HUMACH publications page is designed as a structured output directory. It can later hold verified journal articles, conference papers, preprints, software papers, datasets, technical reports, posters, and student outputs.
Publication Directory
Journals · Conferences · Reports · Software
Browse research outputs, publications, reports, software records, and planned submissions.
7Records
4Types
DataReady
Output Philosophy
A research group website should make outputs traceable from ideas to projects to publications.
Instead of treating publications as a static list, this page is designed as a living output system. Each record can connect to authors, research themes, projects, datasets, code, DOI links, preprints, reports, and student contribution pathways.
Verifiable
DOI, venue, paper, preprint, software, and data links can be added when real metadata is available.
Beyond papers
The directory supports software notes, dashboards, technical reports, datasets, and reproducibility assets.
Student-friendly
Internship and student outputs can be documented as reports, posters, notebooks, and portfolio-ready evidence.
Publications
Research Outputs and Scholarly Communication
Planned
Draft Target
Journal Article · Target venue to be confirmed
Hypnogram Transition Features for Sleep Disorder Screening
A planned research article template for machine-learning-based sleep disorder screening using stage-transition and temporal hypnogram features.
This output can later document feature design, model evaluation, age-aware analysis, and clinical interpretation for sleep-stage-based disorder detection.
Planned
Prototype Output
Software Paper · Software venue to be confirmed
Reusable Dashboards for Research Data Exploration and Reporting
A software-output template for dashboards that help researchers inspect datasets, experiments, metrics, plots, and project progress.
This output can describe design decisions, data-loading patterns, visualization components, and reproducibility benefits for research dashboard development.
Output Types
What HUMACH can publish and document
Journal Articles
Peer-reviewed research manuscripts with full methodology, experiments, results, and interpretation.
Conference Papers
Focused contributions suitable for presentation, student research, emerging ideas, and rapid feedback.
Preprints and Reports
Early manuscripts, technical reports, project notes, and reproducibility-focused documentation.
Software and Data Papers
Outputs that document tools, dashboards, datasets, repositories, pipelines, and reusable research assets.
Publication Workflow
Every output should move from research idea to visible evidence.
The publication system is designed to help HUMACH convert projects into papers, reports, posters, datasets, reproducible notebooks, dashboards, and software documentation.
Plan
Map each output to a research area, project, dataset, and expected contribution.
Validate
Check experiments, evidence, evaluation metrics, figures, code, and reproducibility materials.
Write
Prepare manuscript, report, software note, student output, or dataset documentation.
Share
Add DOI, paper link, code link, project link, and public-facing summary when available.
Publish With HUMACH
Connect research, development, datasets, code, and student work to visible scholarly outputs.
Use the projects and opportunities pages to identify publishable research directions, technical outputs, and internship milestones.