Nicholas Ampazis

发表

LSRS'15: Workshop on Large-Scale Recommender Systems

András A. Benczúr, Tao Ye, Danny Bickson, 2015, RecSys.

Forecasting Demand in Supply Chain Using Machine Learning Algorithms

Nicholas Ampazis, 2015, Int. J. Artif. Life Res..

An Efficient Constrained Learning Algorithm for Stable 2D IIR Filter Factorization

Stavros J. Perantonis, Nicholas Ampazis, S. Perantonis, 2013, Adv. Artif. Neural Syst..

Large Scale Problem Solving with Neural Networks: The Netflix Prize Case

Nicholas Ampazis, 2010, ICANN.

A Hessian Free Neural Networks Training Algorithm with Curvature Scaled Adaptive Momentum

Nicholas Ampazis, Flora Sakketou, 2019, LION.

On the Invariance of the SELU Activation Function on Algorithm and Hyperparameter Selection in Neural Network Recommenders

Nicholas Ampazis, Flora Sakketou, 2019, AIAI.

A constrained optimization algorithm for learning GloVe embeddings with semantic lexicons

Nicholas Ampazis, Flora Sakketou, N. Ampazis, 2020, Knowl. Based Syst..

FALCON: A matrix factorization framework for recommender systems using constrained optimization

Nicholas Ampazis, Theodoros Emmanouilidis, 2015, Intell. Decis. Technol..

A Matrix Factorization Algorithm for Efficient Recommendations in Social Rating Networks Using Constrained Optimization

Nicholas Ampazis, Flora Sakketou, Theodoros Emmanouilidis, 2019, Mach. Learn. Knowl. Extr..

A Computational Intelligence Approach to Supply Chain Demand Forecasting

Nicholas Ampazis, 2012 .

Reliability Analysis of a Two-Stage Goel-Okumoto and Yamada S-shaped Model

Agapios N. Platis, Vasilis P. Koutras, Nicholas Ampazis, 2014, DepCoS-RELCOMEX.

Recommending Who to Follow on Twitter Based on Tweet Contents and Social Connections

Nicholas Ampazis, Evgenia Tsourougianni, N. Ampazis, 2013 .

Exploring Semantic Features for Producing Top-N Recommendation Lists from Binary User Feedback

Nicholas Ampazis, Theodoros Emmanouilidis, 2014, SemWebEval@ESWC.

Generating Recommendations by Graph Traversal in Social Rating Networks

Nicholas Ampazis, Flora Sakketou, Dimosthenis Drivaliaris, 2018, SETN.

Collaborative Filtering via Concept Decomposition on the Netflix Dataset

Nicholas Ampazis, N. Ampazis, 2008 .