Data-driven Secure Business Intelligence
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Graduate Training
Ph.D. Theses
Fredrik Johansson,
Learning with Geometric Embeddings of Graphs
, 2016.
Vinay Jethava,
Integrative Analysis of Dynamic Networks
, 2014.
Licentiate Theses
Per Hallgren,
Decentralized Application Security
, 2016.
Olof Mogren,
Multi-Document Summarization and Semantic Relatedness
, 2015.
Raul Pardo,
Formalising Privacy Policies for Social Networks
, 2015.
Hamid Tavallaei Ebadi,
Dynamic Enforcement of Differential Privacy
, 2015.
Fredrik Johansson,
Global geometric graph kernels and applications
, 2014.
Ongoing Master Thesis Projects
Joel Moriana, Delve into Malware on Browser Extensions (supervisors: Pablo Picazo-Sánchez and Gerardo Schneider)
Dzenan Bazdarevic and Michael Dubell, Collusion Attacks on Browser Extensions (supervisors: Pablo Picazo-Sánchez)
Mushfiqur Rahman, A Petri Nets Semantics for Privacy-Aware Data Flow Diagrams (supervisors: Gerardo Schneider and Raúl Pardo)
Jakob Boman, Data Minimization in Distributed Applications for More Privacy (supervisors: Thibaud Antignac)
Niklas Wärvik, Enforcing PPF Policies in Diaspora* (supervisors: Gerardo Schneider and Raúl Pardo)
Hampus Bengtsson and Johannes Jansson, Using Classification Algorithms for Smart Suggestions in Accounting Systems (supervisor: Olof Mogren)
Yanling Jin and Albin Bramstång, Constructing a Context-aware Recommender System with Web Sessions (supervisor: Olof Mogren)
Egil Martinsson, Long Short-Term Memory in Churn-Prediction. (Supervisor: Fredrik Johansson).
Master Theses
Sebastian Eriksson, Generation conceptually transformed text using recurrent neural networks. (Supervisor: Fredrik Johansson).
Alex Tomescu, Entity extraction for people profile matching. (Supervisor: Fredrik Johansson).
Mukelabai Mukelabai, A Software Architecture to Ensure Surveillance Accountability (supervisor: Thibaud Antignac)
Örn Gudjonsson, On-Line New Event Detection Using Minimal New Sets (supervisor: Peter Damaschke)
Ivana Kellyérová, A Real-time extension of the Privacy Policy Framework (supervisors: Gerardo Schneider and Raúl Pardo)
Jacob Hagstedt, Automatic Discussion Forum Assistant using Recurrent Neural Networks (supervisor: Olof Mogren)
Johan Ekdahl and William Axhav Bratt, Proactive Intelligent Personal Assistant for a Car Environment (supervisor: Olof Mogren)
Peter Mårdberg,
Using Ergonomic Criteria to Adaptively Define Test Manikins for assebly operations
(supervisor: Peter Damaschke) with
FCC
.
Otto Frost and Carl Retzner,
Graph Classification with Differential Privacy
(supervisor: D. Dubhashi).
Snaedis Kristmundsdóttir,
Population Based Microsatellite Genotyping
(supervisor: D. Dubhashi) with
deCODE Genetics
.
Björn Berntsson,
Machine Learning for On-Line Advertising Using Contextual Information
(supervisor: D. Dubhashi) with
Admenta
.
Weinan Feng,
Destination Prediction with Decision Tree An Intelligent Driver Assistant for Volvo Cars: Destination Prediction, Trac Notifying and Route Advising
(supervisor: Christos Dimitrakakis) with
Volvo Cars Corporation
.
Rúnar Kristinsson and Hagalín Ásbjörn Pétursson,
Identity Bridging. Cluster Website Visits using Model-based Clustering
(supervisor: Christos Dimitrakakis ) with
Burt Corp
.
Hannes Eriksson,
Automated experiment design for drug development
(supervisor: Christos Dimitrakakis) with
AstraZeneca
.
Martin Holmudden,
Virus Attenuation by Genome-Wide Alterations of Genomic Signatures
. (supervisor: D. Dubhashi)
Joanna Eriksson,
Realization of efficient change detection in SAR images
(supervisor: Peter Damaschke) with
SAAB
.
Michel Edkrantz,
Predicting Exploit Likelihood for Cyber Vulnerabilities with Machine Learning
(supervisor: D. Dubhashi).
Hampus Hjortberg,
Anomaly Detection in PowerCells Auxiliary Power Unit
(supervisor: D. Dubhashi).
Kristofer Tapper,
Learning to rank, a supervised approach for ranking of documents
(supervisor: Fredrik Johansson) with
Findwise
.
Fredrik Ek and Robert Stigsson,
Recommender Systems; Contextual Multi-Armed Bandit Algorithms for the purpose of targeted advertisement within e-commerce
(supervisor: Christos Dimitrakakis) with
Consid
.
Jonathan Kilhamn,
Fast shortest-path kernel computations using aproximate methods
(supervisor: D. Dubhashi).
Hamid Ebadi,
PINQuin - a framework for differentially private analysis
(supervisor: Gerardo Schneider).
Daniel Langkilde,
Large Scale Content Extraction from Heterogeneous Sources
(supervisor Christos Dimitrkakis) with
Recorded Future
.
J. Karlsson,
Learning to Play Games from Multiple Imperfect Teachers
(supervisor Christos Dimitrakakis).
A. Lundgren and L. Lindberg, Constructing and Evaluating context-aware recommending systems in the machine learning field,using industrial data (supervisor: D. Dubhashi), with
3Bit
.
K. Bunyik,
Twitter Topic Modelling
(supervisor: D. Dubhashi)
B. Bengtsson,
Machine learning in online advertisement using contextual information
(supervisor: D. Dubhashi) with
Admeta
.
O. Carlsson,
Cluster User Music Sessions (supervisor: D. Dubhashi)
with
Spotify
.
L. Hermansson and T. Kerola,
Entity Entity Disambiguation in Anonymized Graphs Using Graph Kernels
(supervisor: D. Dubhashi) with
Recorded Future
.
A. Tohidi,
Pattern Recognition in a Distributed Messaging System
(supervisor: D. Dubhashi) with
Volvo Technology
.
E. Flood and J. Karlsson,
Browser Fingerprinting
(supervisor: D. Dubhashi) with
Burt
.
M. Börjesson,
Emergence of Small World Networks Network formation through link selection by selfish nodes
(supervisor: D. Dubhashi).
F. Johansson and T Färdig,
Query concept interaction over time
(supervisor: D. Dubhashi) with
Findwise
.
J. Bengtsson and C. Skeppstedt,
Automatic extractive single document summarization An unsupervised approach
(supervisor: D. Dubhashi) with
Findwise
.
Andreas Granstrom,
Optimizing on-line display-ad allocation subject to advertiser budget constraints
(supervisor: D. Dubhashi) with
Admeta
.
E. Bogren and J. Toft,
Finding Top-k Similar Document Pairs - speeding up a multi-document summarization approach
(supervisor: P. Damaschke).