Derivation of Monotone Decision Models from Non-Monotone Data [PDF]
The objective of data mining is the extraction of knowledge from databases. In practice, one often encounters difficulties with models that are constructed purely by search, without incorporation of knowledge about the domain of application.In economic ...
Daniëls, H.A.M., Velikova, M.V.
core
A Rule-Based Transparent Machine Learning Approach for Precision Crop Protection: Modeling Orchard Microclimatic Orientations and Cherry Fruit Fly Pupal Habitats. [PDF]
Barut C +5 more
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A Hierarchical FSM-BT Control Architecture for a Passive/Active Rehabilitation Exoskeleton. [PDF]
Chávez-Reynoso RBM +2 more
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DiAbot: A Conversational AI System Coupling Large Language Models with an Interpretable Decision Tree for CDR-Style Dementia Screening. [PDF]
Alshamlan H.
europepmc +1 more source
Adaptive Non-Deterministic Decision Trees: General Formulation and Case Study
This paper introduces the adaptive non-deterministic decision tree, a formal device derived from adaptive device theory. ANDD-tree is a new framework for the development of supervised learning techniques. The general formulation of this framework, a case study and some experimental results are also presented.
Pistori, Hemerson +2 more
openaire +1 more source
Concrete strength prediction using domain-driven feature engineering and explainable LightGBM. [PDF]
Hereiz A +3 more
europepmc +1 more source
No good Markov strategies for Büchi objectives in countable MDPs. [PDF]
Kiefer S +3 more
europepmc +1 more source
High-fidelity crop modelling: innovations driving sustainable fruit horticulture. [PDF]
Das U +4 more
europepmc +1 more source
Adaptive Non-Deterministic Decision Trees: General Formulation
This paper introduces the adaptive non-deterministic decision tree, a formal device derived from adaptive device theory. ANDD-tree is a new framework for the development of supervised learning techniques.
Mauro Conti Pereira +3 more
core
Certified Elimination of Source Candidates Under Capacity, Transit-Time, and Deadline Constraints. [PDF]
Wang Z, Zhao C, Chan C.
europepmc +1 more source

