RESEARCH · WORKING MANUSCRIPTS

Draft papers

Manuscripts collected for review alongside the available research evidence and laboratories.

Working drafts—not publication records. Figures, claims, references and experimental tables may change. Do not cite these files as final publications.
FICTION GENE · JOURNAL DRAFT

Fiction Gene: Auditable Online Classification of Thai Fiction with Reversible Updates

Pre-submission manuscript separating a fixed TF-IDF benchmark from an auditable online Naive Bayes model with reversible sufficient-statistic updates. Story-grouped evaluation remains in progress.

PDF · 1.1 MBUpdated 8 Sep 2026
ROSE · JOURNAL PREPRINT

Learning Relative Order in Permutation EDAs

ROSE models signed pairwise displacement for single- and multi-objective flow-shop scheduling. The draft reports a confirmed 8,400-run family ablation and a preliminary objective-dependent comparison with sixteen permutation EDAs.

PDF · 705 KBUpdated 8 Sep 2026
PARALLEL COIN · IEEE DRAFT

Dependency-Guided Parallelization of COIN

Architecture, decomposition and pilot speedup manuscript. Confirmatory runtime controls and final claim audit remain in progress.

PDF · 507 KBUpdated 7 Sep 2026
MOCOIN · JOURNAL DRAFT

Objective Representation in Multi-objective Flow Shop

Expanded journal manuscript connecting objective structure, permutation representation, convergence and Pareto behavior.

PDF · 635 KBUpdated 6 Sep 2026
MOCOIN · IEEE 6-PAGE DRAFT

Compact Conference Manuscript

Six-page working cut retained for scope comparison. Results and terminology must follow the matched evidence tables.

PDF · 267 KBUpdated 6 Sep 2026