IKT

Search in BBC news with the semantic support

Search in Linkedin jobs with the semantic support Search in Linkedin jobs and CVs with the semantic support

• Proactive shopping cart item predictor (demo)

• Click-Through Rate (CTR prediction using online incremental ML techniques
• Query Primary Language (QPL) based on keyboard identifications

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INDUSTRY COLLABORATION

COLLABORATIONS WITH INDUSTRY

• Proactive shopping cart item predictor (SCIP - demo)

• Proactive shopping cart item predictor (SCIP)

• Exploratory data analysis (EDA)
• Proactive shopping cart item predictor (SCIP)

IISAS roles were focused on exploratory data analysis (EDA) to support proactive sale in shop-chain of the company based on historical transactional databases.

• exploratory data analysis (EDA)
• proactive shopping cart item predictor (SCIP)

Slovnaft - Exploratory data analysis (EDA) for proactive sale support in gas-station shop-chain (2017)

IISAS roles were focused on exploratory data analysis (EDA)under aim to support proactive sale in shop-chain of the company based on historical transactional databases.

Slovnaft - Data exploration for proactive sale support in gas-station shop-chain

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• Intrusion Detection System (IDS) against DDOS

• Query Primary Language (QPL) based on keyboard identifications (Spark drivers)

• Click-Through Rate (CTR) prediction using online incremental ML techniques

• Click-Through Rate (CTR) prediction using online incremental ML techniques

• Fraud detection

• Process Mining and verification

IISAS roles were focused on detection of potentially dangerous activities from logs of mobile devices using ML techniques

MAGNETIC - Unified platform for target advertisement on the internet (2013 - 2015)

External cybersecurity expertise for IBM Slovakia with Big Data technology in background.

IISAS roles were focused on detection of potentially dangerous activities from logs of mobile devices using ML techniques

• Intrusion Detection System (IDS) against DDOS

• Query Intent Categorization using Wikipedia (QICW)

• Fraud detection

IISAS roles were focused on Big Data analysis:

• Query Primary Language (QPL) based on keyboard identifications (Spark driver)
• Click-Through Rate (CTR) prediction using online incremental ML techniques

• Query Primary Language (QPL) based on keyboard identifications (Apache Spark for Big Data)
• Click-Through Rate (CTR) prediction using online incremental ML techniques for Big Data

IISAS roles were focused on detection of potentially dangerous activities from logs of mobile devices using ML techniques

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MAGNETIC - Unified platform for advertisement on the internet (2013 - 2015)

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CONNECTIK - Unified Communication & Collaboration Platform for Enterprises and Organizations That Innovate (2014 - 2015)

http://ikt.ui.sav.sk/images/connectik.png%% IISAS roles were focused on:

• Semantic text processing
• Semantic annotation
• Semantic recommendation
• User and group modelling

External cybersecurity expertise for IBM Slovakia with Big Data technology in background. \\

External cybersecurity expertise for IBM Slovakia with Big Data technology in background.

External cybersecurity expertise for IBM Slovakia with Big Data technology in background\\

External cybersecurity expertise for IBM Slovakia Big Data technology in background\\

External cybersecurity research and expertise for IBM Slovakia Big Data technology in background\\

https://www.tempest.sk/img/logo_tempest_web.jpg%%

https://www.tempest.sk/img/logo_tempest_web.jpg%%

https://www.tempest.sk/img/logo_tempest_web.jpg%%

https://www.tempest.sk/img/logo_tempest_web.jpg%%

• Query primary language based on keyboard identifications (Apache Spark for Big Data)

External cybersecurity research and expertise for IBM Slovakia\\

• Query primary language based on keyboard identifications (Apache Spark)

• Cyber-security research for mobile devices with Big Data technology oriented

IISAS roles were focused on:

External cybersecurity research for IBM Slovakia\\

MoBEV - Research in the security field of mobile device Big Data transfer and preparation of automated data privacy tools (2015)

External cybersecurity research for IBM Slovakia) IISAS roles were focused on:

• Cyber-security research for mobile devices, Big Data technology oriented
• Detection of potentially dangerous activities from logs of mobile devices using ML techniques
• Malicious behaviour detection
• Malicious event sequence detection
• Process mining and verification
• Intrusion Detection System (IDS)

IISAS roles were focused on:

IISAS roles were focused on:

MoBEV - Research in the security field of mobile device Big Data transfer and preparation of automated data privacy tools (2015, external research for IBM Slovakia)

IISAS focused on:

• Semantic text processing

• Click-Through Rate prediction using online incremental ML techniques for Big Data

• Click-Through Rate prediction using online incremental machine learning techniques

• Click-through rate prediction using online incremental machine learning techniques

• Query primary language based on keyboard identifications

• Query intent categorization using Wikipedia

IISAS focused on:

MAGNETIC - Unified platform for advertisement on the internet (2013 - 2015)

IISAS focused on:

IISAS focused on:

• Query categorization using Wikipedia
• Click-through rate prediction
• Fraud detection
• User modelling

http://ikt.ui.sav.sk/images/magnetic.png%%

http://ikt.ui.sav.sk/images/magnetic.jpg%%

CONNECTIK - Unified Communication & Collaboration Platform for Enterprises and Organizations That Innovate (2014 - 2015)

Focus was on:

• Semantic text processing
• Semantic annotation
• Semantic recommendation
• User and group modelling

MAGNETIC - (2013 - 2015)

http://ikt.ui.sav.sk/images/magnetic.png%%

Search in Linkedin jobs and CVs with the semantic support

Search in BBC news with the semantic support

Search in Linkedin jobs with the semantic support

• User and group modelling

DISCOVERY - Information Processing and Search from the Web (2012 - 2013)

• Graph based search and recommendations

DISCOVERY - Information Processing and Search from the Web (2013 - 2014)

• Big data processing
• Semantic annotation and searching

• Crawling data from the web
• Semantic annotation and searching over crawled data

Search in BBC news with the semantic support Search and reasoning over BBC news
Search in Linkedin jobs with the semantic support Comparing CVs and jobs description to support employers and employees to find suitable jobs\\

CONNECTIK - Unified Communication & Collaboration Platform for Enterprises and Organizations That Innovate (2015 - 2016)

SCS - Information Processing and Search from the Web (2013 - 2014)

• Semantic recommendation

SCS - Unified Communication & Collaboration Platform for Enterprises and Organizations That Innovate

http://ikt.ui.sav.sk/images/connectik.png%% Focus was on:

• Semantic text processing
• Semantic annotation
• Semantic recommendation

CONNECTIK - Unified Communication & Collaboration Platform for Enterprises and Organizations That Innovate

• Semantic text processing
• Semantic annotation
• Semantic recommendations

CONNECTIK - Unified Communication & Collaboration Platform for

Enterprises and Organizations That Innovate http://ikt.ui.sav.sk/images/connectik.png%%

INDUSTRY

CONNECTIK - Virtual Enterprises by Networked Interoperability Services, (2011-2015), EU 7RP project: FP7-284984

http://ikt.ui.sav.sk/images/venis.png%% Focus was on:

• ISU interoperability over email and web
• Semantic and full text search within email and documents shared
• Lightweight semantic interoperability approach