• DENFIS

  • Referenced in 57 articles [sw24183]
  • series prediction. DENFIS evolve through incremental, hybrid (supervised/unsupervised), learning, and accommodate new input data, including...
  • RRIA

  • Referenced in 16 articles [sw02558]
  • human brain is learning new knowledge, incremental learning is an important topic ... knowledge quickly, based on original knowledge learned before, and in such way that the knowledge ... rule tree based incremental knowledge acquisition algorithm. It can learn from a domain data ... incrementally. Our simulation results show that our algorithm can learn more quickly than classical rough...
  • DeepWalk

  • Referenced in 63 articles [sw39604]
  • online learning algorithm which builds useful incremental results, and is trivially parallelizable. These qualities make...
  • Learn++

  • Referenced in 8 articles [sw37991]
  • Learn++: an incremental learning algorithm for supervised neural networks. We introduce Learn++, an algorithm ... previously used data during subsequent incremental learning sessions, yet at the same time, it does...
  • PANFIS

  • Referenced in 9 articles [sw13735]
  • PANFIS: A Novel Incremental Learning Machine. Most of the dynamics in real-world systems...
  • iCaRL

  • Referenced in 6 articles [sw37989]
  • iCaRL: Incremental Classifier and Representation Learning. A major open problem on the road ... artificial intelligence is the development of incrementally learning systems that learn about more and more ... strategy, iCaRL, that allows learning in such a class-incremental way: only the training data ... data that iCaRL can learn many classes incrementally over a long period of time where...
  • HyFIS

  • Referenced in 13 articles [sw24184]
  • rule tuning phase using error backpropagation learning scheme for a neural fuzzy system. To illustrate ... applied to an on-line incremental adaptive learning for the prediction and control of nonlinear...
  • GAssist

  • Referenced in 7 articles [sw08533]
  • GAssist is a Pittsburgh-style learning classifier system (LCS). It uses a standard genetic algorithm ... data mining problems: A windowing system Incremental Learning with Alternative Strata (ILAS) to improve...
  • MBT

  • Referenced in 6 articles [sw08004]
  • this advantage with other statistical or machine learning approaches. Additional advantages specific to a memory ... corpus size sufficient for training, (ii) incremental learning, (iii) explanation capabilities, (iv) flexible integration...
  • Learn++.NC

  • Referenced in 3 articles [sw37992]
  • Weighted Consult-and-Vote for Efficient Incremental Learning of New Classes...
  • LBTest

  • Referenced in 1 article [sw40823]
  • reactive systems. It makes use of incremental learning and model checking algorithms to automate...
  • Stream-51

  • Referenced in 1 article [sw37990]
  • information or they will catastrophically forget previously learned knowledge. While there has been much interest ... forgetting, most research has focused on incrementally learning from common image classification datasets broken...
  • CARRADS

  • Referenced in 1 article [sw00106]
  • critical in ad hoc networks. Conventional incremental learning methods are computationally expensive for resource-constrained ... second stage of adaptation is to incrementally update the detection model using the new patterns...
  • ILPME

  • Referenced in 2 articles [sw27486]
  • nonmonotonic ILP (Inductive Logic Programming) system that learns from multiple distinct examples. Please ... details: https://arxiv.org/pdf/1802.07966.pdf. Incremental and iterative learning of answer set programs from mutually distinct...
  • RLLib

  • Referenced in 2 articles [sw14311]
  • template library that implements incremental, standard, and gradient temporal-difference learning algorithms in Reinforcement Learning...
  • Lynx

  • Referenced in 10 articles [sw13643]
  • folding. This paper introduces Lynx, an incremental programmatic SAT solver that allows non-expert users ... specific code into modern conflict-driven clause-learning (CDCL) SAT solvers, thus enabling users ... clauses back to the solver dynamically and incrementally. Thus, the user-provided code can specialize...
  • Fuzzy machine learning framework

  • Referenced in 0 articles [sw05893]
  • front-end for machine learning using intuitionistic fuzzy data. The approach is based ... refinement in case of dependent features; incremental learning; fuzzy control language support; object-oriented software...
  • EVFDT

  • Referenced in 0 articles [sw23093]
  • such attacks demands an adaptive and incremental learning classifier capable of accurate decision making with...
  • BEAMES

  • Referenced in 1 article [sw41232]
  • Interactive model steering helps people incrementally build machine learning models that are tailored to their...
  • PINGU

  • Referenced in 1 article [sw25082]
  • above, over the incremental challenges. To learn more about the discriminatory power of PINGU...