Machine Learning Lab

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    • Humies 2014 Competition
  • Data and tools
    • Active Learning of Regular Expressions for Entity Extraction
    • Annotated strings for learning text extractors
    • Automatic Search-and-Replace
    • Automatic Synthesis of Regular Expressions from Examples
    • Can A Machine Replace Humans In Building Regular Expressions? A Case Study
    • Evolutionary Inference of Attribute-based Access Control Policies
    • Ghega-dataset
    • Hidden fraudulent URLs dataset
    • Inference of Regular Expressions for Text Extraction from Examples
    • Paper citations for important Computer Science venues
    • Weighted Hierarchical Grammatical Evolution: A Genotype-Phenotype Mapping with Better Properties
    • XML data for automatic schema generation
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    • ...and then IEEE Intelligent Systems !
    • Active Learning of Regular Expressions
    • Automatic Generation of Access Control Policies
    • Automatic Generation of Regular Expression: version 1.1
    • Automatic generation of regular expressions
    • Automatic Regex Generation - IEEE Computer paper (!)
    • Best paper at EuroGP 2018!
    • Bibliometric evaluation of researchers in the Internet age
    • Compressing Regular Expression Sets for Deep Packet Inspection
    • Computer Aided Design of Football Teams
    • Continuous and Non-intrusive Reauthentication of Web Sessions based on Mouse Dynamics
    • Evil Twins and WPA2 Enterprise: A Coming Security Disaster?
    • Fraudulent pages in web sites of Italian Administrations
    • IEEE Transactions (TKDE) paper!
    • Journal Paper on Active Learning of Regexes from Examples
    • Lab paper "Detection of hidden fraudulent URLs..."
    • Lab paper about Italian PA web pages at IAS 2012
    • Lab paper at GECCO 2013
    • Lab paper at IEEE/WIC/ACM WI 2012
    • Lab paper on GP for a medical application at ISPA
    • Learning multiple patterns for text extraction
    • Learning of Syntax Patterns: GECCO!
    • New regex generator tool online!
    • New section on data and tools
    • Online!
    • Open PostDoc position
    • Our recent papers...
    • Our work on GP for Regex at GECCO 2012
    • PhD School at Krakow, Poland
    • Playing a programming competition against humans...
    • Recent publications...
    • Recommending the right publication venue: we'll show how at ICTAI
    • Silver medal at the 2016 "Human competitive" awards!!!
    • Source code for regex generator is now public
    • Started large scale Twitter collection
    • The Lab at ICWE 2012
    • Twitter event *tion presented at WI 2012
    • Two lab papers at i-Society 2012
    • Uncitedness of high quality work is not an exceptional case
    • We are finalist (again) at the "Human-Competitive" Awards!
    • We are finalist at the "Human-Competitive" Awards!
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Rebuilt publications page
Rebuilt news section on home page
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