koptimizer/my_PaperLog

심심할때 논문 읽고 리뷰하는 공간

📄 my_PaperLog

• 해당 레포는 읽을 논문들을 리스트업하고, 읽은 논문을 요약-정리함으로써 배운 점들을 기록하는 공간입니다.:closed_book:
• 잘못된 내용이나 토론 사항은 언제든지 해당 쓰레드에 comment 해주시면 감사하겠습니다. 😊
• 읽지 않은 논문을 포함, 논문에 대한 리뷰는 Issues Tab에서 확인이 가능합니다. 👈
• Reading schedule은 Projects Tab에서 확인이 가능합니다. 👈
• Since 2020.02 🏃

📝 REVIEW FORM

• 제목, 요약(원본), 키워드, 소개, 논문 URL -> (바로가기)
• 방법, 결과, 차후 연구방향 및 보완점, novelty와 배운 점, 궁금한 점, 중요 레퍼런스 URL -> (바로가기)
  • systematic review의 경우 달라질 수 있음.
• 단어/표현 정리 -> (바로가기)

🎯 PAPER LIST

Machine Learning

• Neural network
  • Artificial Neural Network Based Multi-Objective Rule Selection Dispatcher for Re-Entrant Multiple-Chip Product Assembly Line
  • Generative Adversarial Networks
• Reinforcement learning
  • Human-level control through deep reinforcement learning
  • A Reinforcement Learning Approach to Robust Scheduling of Semiconductor Manufacturing Facilities
  • Deep Neuroevolution: Genetic Algorithms are a Competitive Alternative for Training Deep Neural Networks for Reinforcement Learning
• Auto machine learning
  • AutoML-Zero: Evolving Machine Learning Algorithms From Scratch
• NLP
  • Transformer: Attention is All you Need
  • GPT: Improving Language Understanding by Generative Pre-Training
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
• Framework
  • XGBoost: A Scalable Tree Boosting System
  • LightGBM: A Highly Efficient Gradient Boosting Decision Tree
  • CatBoost: gradient boosting with categorical features support

Metaheuristics

• Genetic algorithm
  • An effective genetic algorithm for the flexible job-shop scheduling problem
  • Setup Change Scheduling for Semiconductor Packaging Facilities Using a Genetic Algorithm With an Operator Recommender
  • An efficient two-stage genetic algorithm for a flexible job-shop scheduling problem with sequence dependent attached/detached setup, machine release date and lag-time
  • Evolving Neural Networks through Augmenting Topologies
• Cuckoo search
  • Cuckoo search via Lévy flights
  • Discrete Cuckoo Search Algorithm for the Traveling Salesman Problem
  • K-Means Clustering Algorithm Based on Improved Cuckoo Search Algorithm and Its Application
• Grey wolf optimizer
  • Grey Wolf Optimizer
  • An improved grey wolf optimizer for solving engineering problems
  • Classification of sonar data set using neural network trained by Gray Wolf Optimization
• Neighbourhood search
  • Sequence-dependent setup time flexible job shop scheduling problem to minimise total tardiness
• Particle swarm optimization
  • Particle 2-Swarm Optimization for Robust Search
• Marine predators algorithm
  • Marine Predators Algorithm: A nature-inspired metaheuristic