Academic Publications
Scientific Research
I am driven by a passion for scientific research and the practical application of academic algorithms to low-level systems engineering. Below is a list of my papers and technical manuscripts.
May 21, 202625 pages
SPARC-HOI: Sparse Anti-Chain Bitset Mining for High-Occupancy Itemsets with Anti-Monotone Pruning
May 20, 202622 pages
MEDM-Gen: Medical Event Data Mining with Generative Augmentation for Rare Pattern Discovery
May 20, 202624 pages
Closed High-Occupancy Itemset Mining: Definitions, Algorithms, and Compact Representations
May 20, 202626 pages
AURA-HOI: Adaptive Utility-Ranked Anytime Mining of High-Occupancy Itemsets
May 19, 202620 pages
FARO-Tokenizer: A Flat-Array Robin-Hood Offset Tokenizer for Zero-Dependency High-Performance Text Mining Pipelines
May 19, 202628 pages
LAGA: A Self-Contained Synthetic Transaction Data Generator for Benchmarking Pattern Mining Algorithms
May 18, 202622 pages
VIFP: Shape-Hiding Tree Mining on Encrypted Data via Virtual-Interval FP-Growth
May 18, 202629 pages
MHOUI-Miner: An Exact Method for Mining Maximal High-Occupancy Utility Itemsets
May 18, 202634 pages
MFHOI-Miner: An Efficient Method for Mining Maximal Frequent High-Occupancy Itemsets
May 18, 202627 pages
HUST: Hierarchical Utility-Sensitive Tree Mining for Multi-Level Pattern Discovery
May 18, 202622 pages
HUPP-Miner: High-Utility Prompt Pattern Mining for Cost-Aware and Accuracy-Preserving Generative AI Systems
May 18, 202630 pages
HIEP: High-Utility Itemset Mining with Episode Pattern Integration for Sequential Event Logs
May 18, 202613 pages