Publications related to Similarity measure

Evaluating the similarity of biochemical reactions and its uses for mapping novel reactions to protein sequences

Vassily Hatzimanikatis, Homa Mohammadi Peyhani, Noushin Hadadi

A key challenge in metabolic engineering is to design novel or to improve existing biosynthetic pathways that lead to the cellular production of a given industrial or pharmaceutical compound. In many cases, the required enzymatic reactions for the biosynth ...

2017

Closed-Form Alignment of Active Surface Models Using Splines

Michaël Unser, Daniel Andreas Schmitter

We propose a new formulation of the active surface model in 3D. Instead of aligning a shape dictionary through the similarity transform, we consider more flexible affine transformations and introduce an alignment method that is unbiased in the sense that i ...

IEEE2017

Recommender Systems for Healthy Behavior Change

Onur Yürüten

Sedentary lifestyles and bad eating habits influence the onset of many serious health problems. Healthy behavior change is an arduous task, and requires a careful planning. In this thesis, we propose that behavior recommenders can help their users achieve ...

EPFL2017

Accelerated Spectral Clustering Using Graph Filtering of Random Signals

Pierre Vandergheynst, Rémi Gribonval, Gilles Puy, Nicolas Tremblay

We build upon recent advances in graph signal processing to propose a faster spectral clustering algorithm. Indeed, classical spectral clustering is based on the computation of the first

k

eigenvectors of the similarity matrix' Laplacian, whose computati ...

Ieee2016

Adaptive relevance feedback for large-scale image retrieval

François Fleuret, Nicolae Suditu

Content-based image retrieval aims at substituting traditional indexing based on manual annotation by using automatically-extracted visual indexing features. Novel techniques are needed however to efficiently deal with the semantic gap (i.e. the partial ma ...

2016

Clustering of heterogeneous networks with directional flows based on “Snake” similarities

Nikolaos Geroliminis, Mohammadreza Saeedmanesh

Aggregated network level modeling and control of traffic in urban networks have recently gained a lot of interest due to unpredictability of travel behaviors and high complexity of physical modeling in microscopic level. Recent research has shown the exist ...

Elsevier2016

A Method for Record Linkage with Sparse Historical Data

Maud Ehrmann, Yannick Rochat, Giovanni Colavizza

Massive digitization of archival material, coupled with automatic document processing techniques and data visualisation tools offers great opportunities for reconstructing and exploring the past. Unprecedented wealth of historical data (e.g. names of perso ...

2016

Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms

Maud Ehrmann

This paper reports on an approach and experiments to automatically build a cross-lingual multi-word entity resource. Starting from a collection of millions of acronym/expansion pairs for 22 languages where expansion variants were grouped into monolingual c ...

European Language Resources Association (ELRA)2016

A distance measure for colored curves

Seyed Mohsen Moosavi Dezfooli

In some computer vision applications, matching between shapes and colors are required. There are lots of similarity measures for shapes, especially curves, but as far as we know there are not many that deal with shapes and colors at the same time. In this ...

2015

Learning to Track: Online Multi-object Tracking by Decision Making

Alexandre Massoud Alahi

Online Multi-Object Tracking (MOT) has wide applications in time-critical video analysis scenarios, such as robot navigation and autonomous driving. In tracking-by-detection, a major challenge of online MOT is how to robustly associate noisy object detecti ...

IEEE2015

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Evaluating the similarity of biochemical reactions and its uses for mapping novel reactions to protein sequences

Closed-Form Alignment of Active Surface Models Using Splines

Recommender Systems for Healthy Behavior Change

Accelerated Spectral Clustering Using Graph Filtering of Random Signals

Adaptive relevance feedback for large-scale image retrieval

Clustering of heterogeneous networks with directional flows based on “Snake” similarities

A Method for Record Linkage with Sparse Historical Data

Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms

A distance measure for colored curves

Learning to Track: Online Multi-object Tracking by Decision Making

Evaluating the similarity of biochemical reactions and its uses for mapping novel reactions to protein sequences

Accelerated Spectral Clustering Using Graph Filtering of Random Signals

Recommender Systems for Healthy Behavior Change

A Method for Record Linkage with Sparse Historical Data

Clustering of heterogeneous networks with directional flows based on “Snake” similarities

Closed-Form Alignment of Active Surface Models Using Splines

Learning to Track: Online Multi-object Tracking by Decision Making

Adaptive relevance feedback for large-scale image retrieval

Cross-lingual Linking of Multi-word Entities and their corresponding Acronyms

A distance measure for colored curves