Dynamic models for start-up operations of batch distillation columns with experimental validation [PDF]
The simulation of batch distillation columns during start-up operations is a very challenging modelling problem because of the complex dynamic behaviour. Only few rigorous models for distillation columns start-up are available in literature and generally
Elgue, Sébastien +5 more
core +1 more source
Predicting the popularity of new video for cold start problem
Predicting video popularity is an important task involved in managing video-sharing sites. Although many previous studies have investigated this problem, a weakness common to these studies is that their predictions rely on video access data from the past.
張嘉玲
core +1 more source
A DNN-Based Cross-Domain Recommender System for Alleviating Cold-Start Problem in E-Commerce
Many applications use recommender systems to predict user preferences, improve user experience, and increase the amount of sales. However, because of the cold-start problem, it is not easy to recommend items to new users accurately.
Hanxin Wang +6 more
doaj +1 more source
A Flexible Two-Tower Model for Item Cold-Start Recommendation
One of the main challenges in recommendation system is the item cold-start problem, where absence of historical interactions or ratings in new items makes recommendation difficult.
Won-Min Lee, Yoon-Sik Cho
doaj +1 more source
The Cold-start Problem: Minimal Users' Activity Estimation
1st Workshop on Recommender Systems for Television and online Video (RecSysTV) in conjunction with 8th ACM Conference on Recommender Systems ...
Juraj Visnovsky +3 more
openaire +3 more sources
Diesel engine emissions with oxygenated fuels: A comparative study into cold-start and hot-start operation [PDF]
As biofuels are increasingly represented in the fuel market, the use of these oxygenated fuels should be evaluated under various engine operating conditions, such as cold-start.
Nabi, MN +32 more
core +1 more source
Text Mining to Alleviate the Cold-Start Problem of Adaptive Comparative Judgments
Comparative judgments permit the assessment of open-ended student works by constructing a latent quality scale through repeated pairwise comparisons (i.e., which works “win” or “lose”).
Michiel De Vrindt +5 more
doaj +1 more source
COCOA: cold start aware capacity planning for function-as-a-service platforms [PDF]
Function-as-a-Service (FaaS) is increasingly popularin the software industry due to the implied cost-savings in event-driven workloads and its synergy with DevOps.
Gias, Alim +7 more
core +2 more sources
Addressing the Cold-Start Problem in Recommender Systems Based on Frequent Patterns
Recommender systems aim to forecast users’ rank, interests, and preferences in specific products and recommend them to a user for purchase. Collaborative filtering is the most popular approach, where the user’s past purchase behavior consists of the user’
Antiopi Panteli, Basilis Boutsinas
doaj +1 more source
The item selection problem for user cold-start recommendation
When a new user just signs up on a website, we usually have no information about him/her, i.e. no interaction with items, no user profile and no social links with other users. Under such circumstances, we still expect our recommender systems could attract the users at the first time so that the users decide to stay on the website and become active ...
Yitong Meng +3 more
openaire +3 more sources

