Witold Pedrycz
Artificial Intelligence · Information Fusion · 2001–2020
A researcher in the Science corpus: 27 papers; trusts 81 researchers and is trusted by 63 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 128 citations into it; #5,053 of 35,345 by trust here, #11,624 by citations
- Computational Theory and Mathematics — 63 citations into it; #1,258 of 12,182 by trust here, #2,761 by citations
- Management Science and Operations Research — 50 citations into it; #3,013 of 11,946 by trust here, #5,548 by citations
- Information Systems — 41 citations into it; #1,215 of 8,771 by trust here, #2,539 by citations
- Computer Vision and Pattern Recognition — 33 citations into it; #7,551 of 21,575 by trust here, #15,529 by citations
- Statistics and Probability — 27 citations into it
- Signal Processing — 20 citations into it
- Representation & Self-Supervised Learning — 13 citations into it
Whom Witold Pedrycz trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Yiyu Yao
- Ana L. N. Fred
- Inderjit S. Dhillon
- Peter Stone
- Siegfried Gottwald
- H. Mitchell
- Francisco Herrera
- Jerry M. Mendel
- George Karypis
- Enrique Herrera-Viedma
Who trusts Witold Pedrycz overall
- Yiyu Yao
- Hongbin Liu
- Qi-ying Pang
- Rami N. Khushaba
- Jian Wu
- Jinhai Li
- Amit Kumar Saxena
- Zeshui Xu
- Jingtao Yao
- Rosa M. Rodríguez
Papers from Witold Pedrycz's perspective
Ordered by how strongly the researchers Witold Pedrycz trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- Gradient-based learning applied to document recognition
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- GENERATIVE ADVERSARIAL NETS
- Very Deep Convolutional Networks for Large-Scale Image Recognition (International Conference on Learning Representations)
Their papers
- A Clustering-Based Graph Laplacian Framework for Value Function Approximation in Reinforcement Learning (2014) — 38 citations
- Granular Computing: Analysis and Design of Intelligent Systems (2013) — 617 citations
- Granular computing: an introduction (2001) — 294 citations
- A model of granular data: a design problem with the Tchebyschev FCM (2005) — 436 citations
- Dual autoencoders features for imbalance classification problem (2016) — 101 citations
- Positive approximation: An accelerator for attribute reduction in rough set theory (2010) — 643 citations
- Fuzzy fractal dimensions and fuzzy modeling (2003) — 453 citations
- Handbook of Granular Computing (2008) — 545 citations
- A survey on machine learning for data fusion (2020) — 596 citations
- Fifty years of Information Sciences: A bibliometric overview (2018) — 298 citations
- An extended TODIM multi-criteria group decision making method for green supplier selection in interval type-2 fuzzy environment (2017) — 563 citations
- Description and prediction of time series: A general framework of Granular Computing (2015) — 67 citations
- A review of soft consensus models in a fuzzy environment (2014) — 677 citations
- Granular Computing: Perspectives and Challenges (2013) — 481 citations
- Building the fundamentals of granular computing: A principle of justifiable granularity (2013) — 319 citations
- Kernel-based fuzzy clustering and fuzzy clustering: A comparative experimental study (2010) — 368 citations
- A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction (2008) — 771 citations
- Fuzzy Systems Engineering - Toward Human-Centric Computing (2007) — 685 citations
- Advances in Fuzzy Clustering and its Applications (2007) — 493 citations
- Knowledge-based clustering - from data to information granules (2007) — 394 citations