5 papers
Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying
Xianbin Hong, Gautam Pal, Sheng-Uei Guan +4
Lifelong machine learning is a novel machine learning paradigm which can continually accumulate knowledge during learning. The knowledge extracting and reusing abilities enable the…
Dynamic Programming Optimization in Line of Sight Networks
Pavan Sangha, Prudence W. H. Wong, Michele Zito
Line of Sight (LoS) networks were designed to model wireless communication in settings which may contain obstacles restricting node visibility. For fixed positive integer , and…
Station Assignment with Reallocation
Austin Halper, Miguel A. Mosteiro, Yulia Rossikova +1
We study a dynamic allocation problem that arises in various scenarios where mobile clients joining and leaving the system have to communicate with static stations via radio transm…
Lightweight Robust Framework for Workload Scheduling in Clouds
Muhammed Abdulazeez, Pawel Garncarek, Dariusz R. Kowalski +1
Reliability, security and stability of cloud services without sacrificing too much resources have become a desired feature in the area of workload management in clouds. The paper p…
Hardness and Approximation of The Asynchronous Border Minimization Problem
Alexandru Popa, Prudence W. H. Wong, Fencol C. C. Yung
We study a combinatorial problem arising from microarrays synthesis. The synthesis is done by a light-directed chemical process. The objective is to minimize unintended illuminatio…