5 papers
SOLIS -- The MLOps journey from data acquisition to actionable insights
Razvan Ciobanu, Alexandru Purdila, Laurentiu Piciu +1
Machine Learning operations is unarguably a very important and also one of the hottest topics in Artificial Intelligence lately. Being able to define very clear hypotheses for actu…
ProVe -- Self-supervised pipeline for automated product replacement and cold-starting based on neural language models
Andrei Ionut Damian, Laurentiu Piciu, Cosmin Mihai Marinescu
In retail vertical industries, businesses are dealing with human limitation of quickly understanding and adapting to new purchasing behaviors. Moreover, retail businesses need to o…
CloudifierNet -- Deep Vision Models for Artificial Image Processing
Andrei Damian, Laurentiu Piciu, Alexandru Purdila +1
Today, more and more, it is necessary that most applications and documents developed in previous or current technologies to be accessible online on cloud-based infrastructures. Tha…
Advanced Customer Activity Prediction based on Deep Hierarchic Encoder-Decoders
Andrei Damian, Laurentiu Piciu, Sergiu Turlea +1
Product recommender systems and customer profiling techniques have always been a priority in online retail. Recent machine learning research advances and also wide availability of…
Deep recommender engine based on efficient product embeddings neural pipeline
Laurentiu Piciu, Andrei Damian, Nicolae Tapus +2
Predictive analytics systems are currently one of the most important areas of research and development within the Artificial Intelligence domain and particularly in Machine Learnin…