Implementation & Datasets

Implementations

• • An Implementation of Ranking Vector SVM (RV-SVM)

  • SVM-JAVA: A Java implementation of SMO (Sequential Minimal Optimization) for training SVM (Support Vector Machine)

  • VRIFA: A Nonlinear SVM Visualization Tool using Nomogram and Localized Radial Basis Function (LRBF) Kernels

  • RefMED: Relevance Feedback Search Engine for PubMed

  • iKernel: Exact Indexing for Support Vector Machines

  • PPTM: Personal Popularity Tendency Matching

  • GeoSearch: Georeferenced Video Search using GeoTree

  • Scalable and Parallelizable Processing of Influence Maximization for Large-Scale Social Networks

  • A Mutation Profile for Top-k Patient Search Exploiting Gene-Ontology and Orthogonal Non-negative Matrix Factorization

  • Fast and Robust Parallel SGD Matrix Factorization

  • Convolutional Matrix Factorization For Document Context-Aware Recommendation

  • S-HOT: Scalable High-Order Tucker Decomposition

  • OCAM: Out-of-core Coordinate Descent Algorithm for Matrix Completion

  • Fast Tucker Factorization for Large-Scale Tensor Completion

Datasets

• • GS Retail (Multi-behavior recommender systems)