[PDF][PDF] Curious machines: Active learning with structured instances

B Settles - 2008 - stat.duke.edu
Supervised machine learning is a branch of artificial intelligence concerned with
automatically inducing predictive models from labeled data. Such learning approaches are …

Uncovering protein interaction in abstracts and text using a novel linear model and word proximity networks

A Abi-Haidar, J Kaur, A Maguitman, P Radivojac… - Genome biology, 2008 - Springer
Background: We participated in three of the protein-protein interaction subtasks of the
Second BioCreative Challenge: classification of abstracts relevant for protein-protein …

BioDR: Semantic indexing networks for biomedical document retrieval

A Lourenço, R Carreira, D Glez-Peña… - Expert Systems with …, 2010 - Elsevier
In Biomedical research, retrieving documents that match an interesting query is a task
performed quite frequently. Typically, the set of obtained results is extensive containing …

[PDF][PDF] Adaptive Spam Detection Inspired by the Immune System.

A Abi-Haidar, LM Rocha - ALIFE, 2008 - Citeseer
This paper proposes a novel solution to spam detection inspired by a model of the adaptive
immune system known as the cross-regulation model. We report on the testing of a …

Simple and efficient machine learning frameworks for identifying protein-protein interaction relevant articles and experimental methods used to study the interactions

S Agarwal, F Liu, H Yu - BMC bioinformatics, 2011 - Springer
Background Protein-protein interaction (PPI) is an important biomedical phenomenon.
Automatically detecting PPI-relevant articles and identifying methods that are used to study …

Biomedical article classification using an agent-based model of t-cell cross-regulation

A Abi-Haidar, LM Rocha - … Conference, ICARIS 2010, Edinburgh, UK, July …, 2010 - Springer
We propose a novel bio-inspired solution for biomedical article classification. Our method
draws from an existing model of T-cell cross-regulation in the vertebrate immune system (IS) …

An adaptive document classifier inspired by t-cell cross-regulation in the immune system

A Abi Haidar - 2011 - search.proquest.com
Over millions of years, the vertebrate immune system has evolved into one of the most
complex and intelligent biological systems. The immune system's function is to protect the …

[PDF][PDF] Diversity in the interactions of isoforms linked to clustered transcripts: a systematic literature analysis

S Kafkas, E Varoglu, D Rebholz-Schuhmann… - J Proteomics …, 2011 - researchgate.net
Proteomics & Bioinformatics Page 1 Volume 4(11) : 250-259 (2011) - 250 J Proteomics
Bioinform ISSN:0974-276X JPB, an open access journal Research Article Open Access Kafkas …

Biomedical text mining applied to document retrieval and semantic indexing

A Lourenço, S Carneiro, EC Ferreira, R Carreira… - … , Soft Computing, and …, 2009 - Springer
In Biomedical research, the ability to retrieve the adequate information from the ever growing
literature is an extremely important asset. This work provides an enhanced and general …

Structure-function analysis of transformation events

YN Zhuravlev, VA Avetisov - InTech, 2011 - books.google.com
At the beginning of the twenty-first century, critical reforms were outlined in biology. This was
due to the fact that the increase of information garnered from the sequences of informational …