Accuracy improvement is among the primary key research focuses in the area of recommender systems. Traditionally, recommender systems work on two sets of entities, Users and Items, to estimate a single rating that represents a user’s acceptance of an item. This technique was later extended to multi-criteria recommender systems that use an overall rating from multi-criteria ratings to estimate t...

By site-directed mutagenesis, six insulin residues related to the insulin-receptor interaction were grafted, partially or fully, onto the corresponding position of a recombinant amphioxus insulin-like peptide (ILP) that contained the A- and B-domains of the deduced amphioxus ILP. After fermentation, purification, and enzymatic cleavage, six insulin-like double-chain ILP analogues were obtained:...

in this paper, shortest path design problem (spdp) in which the path is incident to all cells is considered. the bi-directional path is one of the known types of configuration of networks for automated guided vehi-cles (agv).to solve this problem, two algorithms are developed. for each algorithm an integer linear pro-gramming (ilp) is determined. the objective functions of both algorithms are t...

The authors of this work present a model that reduces product ratings biases that are a result of varying degrees of customers’ optimism/pessimism. Recently, large-scale customer reviews and numerical product ratings have served as substantial criteria for new customers who make their purchasing decisions through electronic word-of-mouth. However, due to differences among reviewers’ rating crit...

In our previous work we have introduced EDA-ILP, an Inductive Logic Programming (ILP) system based on Estimation Distribution Algorithm (EDA). EDA-ILP showed to be superior when compared to GA-ILP, a variation of EDA-ILP created replacing the EDA by a “conventional” Genetic Algorithm. Additionally, EDA-ILP proved to be very competitive when compared to the state of the art ILP system Aleph. Thi...

This chapter aims to provide an overview of the class of multi-criteria recommender systems. First, it defines the recommendation problem as a multicriteria decision making (MCDM) problem, and reviews MCDM methods and techniques that can support the implementation of multi-criteria recommenders. Then, it focuses on the category of multi-criteria rating recommenders – techniques that provide rec...

INTRODUCTION The aim was to describe tumour response, complications, recurrence and survival after hyperthermic isolated limb perfusion (ILP) with melphalan or melphalan in combination with tumour necrosis factor-alpha in patients with melanoma metastases confined to an extremity. MATERIAL AND METHODS A total of 84 perfusions were performed (53 women, 31 men, median age 63 years) from 1993 to...