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12 papers · 1 filter
Joint cross-domain classification and subspace learning for unsupervised adaptation
Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars
Domain adaptation aims at adapting the knowledge acquired on a source domain to a new different but related target domain. Several approaches have beenproposed for classification t…
Location Recognition Over Large Time Lags
Basura Fernando, Tatiana Tommasi, Tinne Tuytelaars
Would it be possible to automatically associate ancient pictures to modern ones and create fancy cultural heritage city maps? We introduce here the task of recognizing the location…
Mutualistic Relationships in Service-Oriented Communities and Fractal Social Organizations
Vincenzo De Florio, Hong Sun, Mohamed Bakhouya
In this paper we consider two social organizations -- service-oriented communities and fractal organizations -- and discuss how their main characteristics provide an answer to seve…
Generic uniqueness conditions for the canonical polyadic decomposition and INDSCAL
Ignat Domanov, Lieven De Lathauwer
We find conditions that guarantee that a decomposition of a generic third-order tensor in a minimal number of rank- tensors (canonical polyadic decomposition (CPD)) is unique up…
Tensor Decompositions for Signal Processing Applications From Two-way to Multiway Component Analysis
A. Cichocki, D. Mandic, A-H. Phan +4
The widespread use of multi-sensor technology and the emergence of big datasets has highlighted the limitations of standard flat-view matrix models and the necessity to move toward…
On the Behavioral Interpretation of System-Environment Fit and Auto-Resilience
Vincenzo De Florio
Already 71 years ago Rosenblueth, Wiener, and Bigelow introduced the concept of the "behavioristic study of natural events" and proposed a classification of systems according to th…