Katia Kermanidis

Orcid: 0000-0002-3270-5078

According to our database1, Katia Kermanidis authored at least 91 papers between 2001 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Post-pandemic pedagogy: Emergency remote teaching impact on students with functional diversity.
Educ. Inf. Technol., August, 2023

Vocational Domain Identification with Machine Learning and Natural Language Processing on Wikipedia Text: Error Analysis and Class Balancing.
Comput., June, 2023

ShipQuest: A Bottom-Up Approach for Building a Modern Greek Maritime Ontology.
Proceedings of the 18th International Workshop on Semantic and Social Media Adaptation and Personalization, 2023

Comparative Study of Recurrent and Dense Neural Networks for Classifying Maritime Terms.
Proceedings of the 14th International Conference on Information, 2023

Readability Classification with Wikipedia Data and All-MiniLM Embeddings.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2023 IFIP WG 12.5 International Workshops, 2023

2022
Deep learning for fake news detection on Twitter regarding the 2019 Hong Kong protests.
Neural Comput. Appl., 2022

Machine Learning on Wikipedia Text for the Automatic Identification of Vocational Domains of Significance for Displaced Communities.
Proceedings of the 17th International Workshop on Semantic and Social Media Adaptation & Personalization, 2022

Domain-Specific Term Extraction: A Case Study on Greek Maritime Legal Texts.
Proceedings of the SETN 2022: 12th Hellenic Conference on Artificial Intelligence, Corfu, Greece, September 7, 2022

2021
A 3-in-1 framework for human resources' selection and positioning based on machine learning tools.
Int. J. Data Anal. Tech. Strateg., 2021

Suicidal tendencies prediction in Greek poetry.
Evol. Syst., 2021

Virtual Learning Communities (VLCs) rethinking: From negotiation and conflict to prompting and inspiring.
Educ. Inf. Technol., 2021

The Modern Greek Language on the Social Web: A Survey of Data Sets and Mining Applications.
Data, 2021

Deep Learning for Fake News Detection in a Pairwise Textual Input Schema.
Comput., 2021

Applied Deep learning for categorizing dermoscopic images.
Proceedings of the 16th International Workshop on Semantic and Social Media Adaptation & Personalization, 2021

Exploring the Effectiveness of Employing Limited Resources for Deep Neural Pairwise Evaluation of Machine Translation.
Proceedings of the 12th International Conference on Information, 2021

Recognition of Epidemic Cases in Social Web texts.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

2020
Virtual learning communities (VLCs) rethinking: Collaboration between learning communities.
Educ. Inf. Technol., 2020

Bullying Behavior and Project-based Activities in Virtual Learning Communities (VLCs).
Proceedings of the 5th South-East Europe Design Automation, 2020

A machine learning approach for gender identification of Greek tweet authors.
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020

A Supervised Part-Of-Speech Tagger for the Greek Language of the Social Web.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Hong Kong Protests: Using Natural Language Processing for Fake News Detection on Twitter.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Fake News Detection Regarding the Hong Kong Events from Tweets.
Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2020 IFIP WG 12.5 International Workshops, 2020

Innovative Deep Neural Network Fusion for Pairwise Translation Evaluation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2020

Machine Translation Quality: A comparative evaluation of SMT, NMT and tailored-NMT outputs.
Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2020

2019
Conditional neural sequence learners for generating drums' rhythms.
Neural Comput. Appl., 2019

Automatic point of interest detection for open online educational video lectures.
Multim. Tools Appl., 2019

Identifying Latent Semantics in Action Games for Player Modeling.
Int. J. Gaming Comput. Mediat. Simulations, 2019

A machine learning approach for asperities' location identification.
Evol. Syst., 2019

Ensemble and Deep Learning for Language-Independent Automatic Selection of Parallel Data.
Algorithms, 2019

Language Processing for Predicting Suicidal Tendencies: A Case Study in Greek Poetry.
Proceedings of the Artificial Intelligence Applications and Innovations, 2019

2018
Treating stochasticity of olive-fruit fly's outbreaks via machine learning algorithms.
Neurocomputing, 2018

DeepDrum: An Adaptive Conditional Neural Network.
CoRR, 2018

Translation Crowdsourcing: Creating a Multilingual Corpus of Online Educational Content.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

A Multilingual Wikified Data Set of Educational Material.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Improving Machine Translation of Educational Content via Crowdsourcing.
Proceedings of the Eleventh International Conference on Language Resources and Evaluation, 2018

Automatic Selection of Parallel Data for Machine Translation.
Proceedings of the Artificial Intelligence Applications and Innovations, 2018

2017
Advanced searching framework for open online educational video lectures.
Soc. Netw. Anal. Min., 2017

Combining LSTM and Feed Forward Neural Networks for Conditional Rhythm Composition.
Proceedings of the Engineering Applications of Neural Networks, 2017

2016
Introduction to the Special Issue on Mining the Humanities: Technologies and Applications.
Eng. Appl. Artif. Intell., 2016

A comparison between semi-supervised and supervised text mining techniques on detecting irony in greek political tweets.
Eng. Appl. Artif. Intell., 2016

Social media and NLP tasks: Challenges in crowdsourcing linguistic information.
Proceedings of the 11th International Workshop on Semantic and Social Media Adaptation and Personalization, 2016

Enhancing Access to Online Education: Quality Machine Translation of MOOC Content.
Proceedings of the Tenth International Conference on Language Resources and Evaluation LREC 2016, 2016

Environmental Impact on Predicting Olive Fruit Fly Population Using Trap Measurements.
Proceedings of the Artificial Intelligence Applications and Innovations, 2016

TraMOOC (Translation for Massive Open Online Courses): providing reliable MT for MOOCs.
Proceedings of the 19th Annual Conference of the European Association for Machine Translation: Projects/Products, 2016

2015
Using financial news articles with minimal linguistic resources to forecast stock behaviour.
Int. J. Data Min. Model. Manag., 2015

Ranking educational videos: The impact of social presence.
Proceedings of the 9th IEEE International Conference on Research Challenges in Information Science, 2015

An analysis of online educational videos in social media based on verbal content.
Proceedings of the 6th International Conference on Information, 2015

House of Ads: a Multiplayer Action Game for Annotating Ad Video Content.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

Detecting Irony on Greek Political Tweets: A Text Mining Approach.
Proceedings of the Workshop Proceedings of the 16th International Conference on Engineering Applications of Neural Networks, 2015

TraMOOC: Translation for Massive Open Online Courses.
Proceedings of the 18th Annual Conference of the European Association for Machine Translation, 2015

2014
Combining Language Modeling and LSA on Greek Song "Words" for Mood Classification.
Int. J. Artif. Intell. Tools, 2014

Real-Time Monitoring of Flu Epidemics through Linguistic and Statistical Analysis of Twitter Messages.
Proceedings of the 9th International Workshop on Semantic and Social Media Adaptation and Personalization, 2014

Knowledge-Poor Context-Sensitive Spelling Correction for Modern Greek.
Proceedings of the Artificial Intelligence: Methods and Applications, 2014

Extracting Knowledge from Collaboratively Annotated Ad Video Content.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

The Greek Audio Dataset.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

Speakers' Language Characteristics Analysis of Online Educational Videos.
Proceedings of the Artificial Intelligence Applications and Innovations, 2014

2013
Political sentiment analysis of tweets before and after the Greek elections of May 2012.
Int. J. Soc. Netw. Min., 2013

Comparing content and context based similarity for musical data.
Neurocomputing, 2013

Studying massive open online courses: recommendation in social media.
Proceedings of the 17th Panhellenic Conference on Informatics, 2013

Designing a Support Tool for Creative Advertising by Mining Collaboratively Tagged Ad Video Content: The Architecture of PromONTotion.
Proceedings of the Artificial Intelligence Applications and Innovations, 2013

2012
Learning to Case-Tag Modern Greek Text.
Proceedings of the Artificial Intelligence: Theories and Applications, 2012

Success Is Hidden in the Students' Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Predicting Personality Traits from Spontaneous Modern Greek Text: Overcoming the Barriers.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Support Vector Machine Classification of Protein Sequences to Functional Families Based on Motif Selection.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

Mood Classification Using Lyrics and Audio: A Case-Study in Greek Music.
Proceedings of the Artificial Intelligence Applications and Innovations, 2012

LSA for Mining Hidden Information in Action Game Semantics.
Proceedings of the ECAI 2012, 2012

2011
Linguistic steganography with knowledge-poor paraphrase generation.
Lit. Linguistic Comput., 2011

Capacity-rich Knowledge-poor Linguistic Steganography.
J. Inf. Hiding Multim. Signal Process., 2011

Predicting Postgraduate Students' Performance Using Machine Learning Techniques.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Learning Shallow Syntactic Dependencies from Imbalanced Datasets: A Case Study in Modern Greek and English.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011

Comparative Analysis of Content-Based and Context-Based Similarity on Musical Data.
Proceedings of the Artificial Intelligence Applications and Innovations, 2011

2010
Low Resources Prepositional Phrase Attachment.
Proceedings of the 14th Panhellenic Conference on Informatics, 2010

Hiding Secret Information by Automatically Paraphrasing Modern Greek Text with Minimal Resources.
Proceedings of the 22nd IEEE International Conference on Tools with Artificial Intelligence, 2010

Extracting Shallow Paraphrasing Schemata from Modern Greek Text Using Statistical Significance Testing and Supervised Learning.
Proceedings of the Grammatical Inference: Theoretical Results and Applications, 2010

LSA-based Semantic Representation of Action Games.
Proceedings of the KEOD 2010, 2010

2009
The effect of borderline examples on language learning.
J. Exp. Theor. Artif. Intell., 2009

Automatic Speech Recognition System for Home Appliances Control.
Proceedings of the PCI 2009, 2009

Empirical Paraphrasing of Modern Greek Text in Two Phases: An Application to Steganography.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2009

2008
Learning verb complements for Modern Greek: balancing the noisy dataset.
Nat. Lang. Eng., 2008

Eksairesis: A Domain-Adaptable System for Ontology Building from Unstructured Text.
Proceedings of the International Conference on Language Resources and Evaluation, 2008

2007
Two-phase learning for identifying Modern Greek clauses.
J. Quant. Linguistics, 2007

Ensemble Learning of Economic Taxonomy Relations from Modern Greek Corpora.
Proceedings of the Metadata and Semantics, 2007

One-sided Sampling for Learning Taxonomic Relations in the Modern Greek Economic Domain.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

2006
Dealing with Imbalanced Data using Bayesian Techniques.
Proceedings of the Fifth International Conference on Language Resources and Evaluation, 2006

2005
Αυτόματη μάθηση συντακτικών εξαρτήσεων και ανάπτυξη γραμματικών της ελληνικής γλώσσας
PhD thesis, 2005

Bayesian Induction of Verb Sub-categorization Frames in Imbalanced Heterogeneous Data.
J. Quant. Linguistics, 2005

2004
Learning Greek Verb Complements: Addressing the Class Imbalance.
Proceedings of the COLING 2004, 2004

2002
Combining Bayesian and Support Vector Machines Learning to automatically complete Syntactical Information for HPSG-like Formalisms.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

DELOS: An Automatically Tagged Economic Corpus for Modern Greek.
Proceedings of the Third International Conference on Language Resources and Evaluation, 2002

2001
Influence of Conditional Independence Assumption on Verb Subcategorization Detection.
Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

Learning Automatic Acquisition of Subcategorization Frames Using Bayesian Inference and Support Vector Machines.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001


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