Siti Mariyam Hj. Shamsuddin
Artificial Intelligence · 2011–2016
A researcher in the Science corpus: 3 papers; trusts 24 researchers and is trusted by 0 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 54 citations into it
- Electrical and Electronic Engineering — 17 citations into it
- Computational Theory and Mathematics — 15 citations into it
- Accounting — 6 citations into it
- Information Systems — 5 citations into it
Whom Siti Mariyam Hj. Shamsuddin trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Nitesh V. Chawla
- Dervis Karaboga
- Salvador Garcia
- Nathalie Japkowicz
- David D. Lewis
- Zhi-Hua Zhou
- Lei Yu
- Shuo Wang
- Yanmin Sun
- Michael Wasikowski
Who trusts Siti Mariyam Hj. Shamsuddin overall
Papers from Siti Mariyam Hj. Shamsuddin's perspective
Ordered by how strongly the researchers Siti Mariyam Hj. Shamsuddin trusts endorse each paper. Same corpus, a different order for every researcher.
- SMOTE: Synthetic Minority Over-sampling Technique
- Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction (Journal of Artificial Intelligence Research)
- The class imbalance problem: A systematic study
- Mining with rarity: a unifying framework
- Ieee Transactions on Knowledge and Data Engineering 1 Training Cost-sensitive Neural Networks with Methods Addressing the Class Imbalance Problem
- Gradient-based learning applied to document recognition
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- An Introduction to Variable and Feature Selection
- Class imbalances versus small disjuncts (SKDD)
Their papers
- Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm (2016) — 361 citations
- Classification with class imbalance problem: A review (2015) — 384 citations
- Particle Swarm Optimization: Technique, System and Challenges (2011) — 551 citations