Sinem Aslan

According to our database, Sinem Aslan authored at least 44 papers between 2012 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

EEG-based neural networks approaches for fatigue and drowsiness detection: A survey.

Alice Othmani, Aznul Qalid Md Sabri, Sinem Aslan, Faten Chaieb, Hala Rameh, Romain Alfred, Dayron Cohen

Neurocomputing, November, 2023

Reassembling Broken Objects using Breaking Curves.

Ali Alagrami, Luca Palmieri, Sinem Aslan, Marcello Pelillo, Sebastiano Vascon

CoRR, 2023

Semantic Motif Segmentation of Archaeological Fresco Fragments.

Aref Enayati, Luca Palmieri, Sebastiano Vascon, Marcello Pelillo, Sinem Aslan

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Recurrent neural networks for water quality assessment in complex coastal lagoon environments: A case study on the Venice Lagoon.

Sinem Aslan, Federica Zennaro, Elisa Furlan, Andrea Critto

Environ. Model. Softw., 2022

Recognizing the Emotions Evoked by Artworks Through Visual Features and Knowledge Graph-Embeddings.

Sinem Aslan, Giovanna Castellano, Vincenzo Digeno, Giuseppe Migailo, Raffaele Scaringi, Gennaro Vessio

Proceedings of the Image Analysis and Processing. ICIAP 2022 Workshops, 2022

It's Still Frustrating! Human-Centered Approaches to Data in Enterprise PC Maintenance.

Dawn Nafus, Sinem Aslan, Caroline Foster

Proceedings of the HCI International 2022 - Late Breaking Posters, 2022

An Exploratory Qualitative Investigation: Multi-modal AI Technology Concepts for Non-verbal Feedback During Remote Work Meetings.

Sinem Aslan, Rebecca Chierichetti, John Sherry, Lama Nachman

Proceedings of the HCI International 2022 Posters, 2022

2021

CHAOS Challenge - combined (CT-MR) healthy abdominal organ segmentation.

A. Emre Kavur, Naciye Sinem Gezer, Mustafa Baris, Sinem Aslan, Pierre-Henri Conze, Vladimir Groza, Duc Duy Pham, Soumick Chatterjee, Philipp Ernst, Savas Özkan, Bora Baydar, Dmitry A. Lachinov, Shuo Han, Josef Pauli, Fabian Isensee, Matthias Perkonigg, Rachana Sathish, Ronnie Rajan, Debdoot Sheet, Gurbandurdy Dovletov, Oliver Speck, Andreas Nürnberger, Klaus H. Maier-Hein, Gözde B. Akar, Gözde B. Ünal, Oguz Dicle, M. Alper Selver

Medical Image Anal., 2021

EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review.

Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani

Comput. Methods Programs Biomed., 2021

Transductive Visual Verb Sense Disambiguation.

Sebastiano Vascon, Sinem Aslan, Gianluca Bigaglia, Lorenzo Giudice, Marcello Pelillo

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Analysis of Contextual Voice Changes in Remote Meetings.

Héctor A. Cordourier Maruri, Sinem Aslan, Georg Stemmer, Nese Alyüz, Lama Nachman

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

Annotating Student Engagement Across Grades 1-12: Associations with Demographics and Expressivity.

Nese Alyüz, Sinem Aslan, Sidney K. D'Mello, Lama Nachman, Asli Arslan Esme

Proceedings of the Artificial Intelligence in Education - 22nd International Conference, 2021

2020

Two sides of the same coin: Improved ancient coin classification using Graph Transduction Games.

Sinem Aslan, Sebastiano Vascon, Marcello Pelillo

Pattern Recognit. Lett., 2020

Benchmarking algorithms for food localization and semantic segmentation.

Sinem Aslan, Gianluigi Ciocca, Davide Mazzini, Raimondo Schettini

Int. J. Mach. Learn. Cybern., 2020

Neural Networks based approaches for Major Depressive Disorder and Bipolar Disorder Diagnosis using EEG signals: A review.

Sana Yasin, Syed Asad Hussain, Sinem Aslan, Imran Raza, Muhammad Muzammel, Alice Othmani

CoRR, 2020

Identifying Centres of Interest in Paintings Using Alignment and Edge Detection - Case Studies on Works by Luc Tuymans.

Sinem Aslan, Luc Steels

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019

Detecting Behavioral Engagement of Students in the Wild Based on Contextual and Visual Data.

Eda Okur, Nese Alyüz, Sinem Aslan, Utku Genc, Cagri Tanriover, Asli Arslan Esme

CoRR, 2019

Unobtrusive and Multimodal Approach for Behavioral Engagement Detection of Students.

Nese Alyüz, Eda Okur, Utku Genc, Sinem Aslan, Cagri Tanriover, Asli Arslan Esme

CoRR, 2019

The Importance of Socio-Cultural Differences for Annotating and Detecting the Affective States of Students.

Eda Okur, Sinem Aslan, Nese Alyüz, Asli Arslan Esme, Ryan S. Baker

CoRR, 2019

Unsupervised Domain Adaptation using Graph Transduction Games.

Sebastiano Vascon, Sinem Aslan, Alessandro Torcinovich, Twan van Laarhoven, Elena Marchiori, Marcello Pelillo

Proceedings of the International Joint Conference on Neural Networks, 2019

Weakly Supervised Semantic Segmentation Using Constrained Dominant Sets.

Sinem Aslan, Marcello Pelillo

Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019

Investigating the Impact of a Real-time, Multimodal Student Engagement Analytics Technology in Authentic Classrooms.

Sinem Aslan, Nese Alyüz, Cagri Tanriover, Sinem Emine Mete, Eda Okur, Sidney K. D'Mello, Asli Arslan Esme

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Ancient Coin Classification Using Graph Transduction Games.

Sinem Aslan, Sebastiano Vascon, Marcello Pelillo

CoRR, 2018

Semantic segmentation of food images for automatic dietary monitoring.

Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Human Expert Labeling Process: Valence-Arousal Labeling for Students' Affective States.

Sinem Aslan, Eda Okur, Nese Alyüz, Asli Arslan Esme, Ryan S. Baker

Proceedings of the Methodologies and Intelligent Systems for Technology Enhanced Learning, 2018

Semantic Food Segmentation for Automatic Dietary Monitoring.

Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini

Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Towards Human Affect Modeling: A Comparative Analysis of Discrete Affect and Valence-Arousal Labeling.

Sinem Aslan, Eda Okur, Nese Alyüz, Asli Arslan Esme, Ryan S. Baker

Proceedings of the HCI International 2018 - Posters' Extended Abstracts, 2018

Towards Understanding Emotional Reactions of Driver-Passenger Dyads in Automated Driving.

Nese Alyüz, Sinem Aslan, Jennifer Healey, Ignacio J. Alvarez, Asli Arslan Esme

Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Compressively Sensed Image Recognition.

Aysen Degerli, Sinem Aslan, Mehmet Yamac, Bülent Sankur, Moncef Gabbouj

Proceedings of the 7th European Workshop on Visual Information Processing, 2018

Role of Socio-cultural Differences in Labeling Students' Affective States.

Eda Okur, Sinem Aslan, Nese Alyüz, Asli Arslan Esme, Ryan S. Baker

Proceedings of the Artificial Intelligence in Education - 19th International Conference, 2018

2017

Exploring visual dictionaries: A model driven perspective.

Sinem Aslan, Ceyhun Burak Akgül, Bülent Sankur, Emrullah Turhan Tunali

J. Vis. Commun. Image Represent., 2017

Students' emotional self-labels for personalized models.

Sinem Aslan, Eda Okur, Nese Alyüz, Sinem Emine Mete, Ece Oktay, Utku Genc, Asli Arslan Esme

Proceedings of the Seventh International Learning Analytics & Knowledge Conference, 2017

An unobtrusive and multimodal approach for behavioral engagement detection of students.

Nese Alyüz, Eda Okur, Utku Genc, Sinem Aslan, Cagri Tanriover, Asli Arslan Esme

Proceedings of the 1st ACM SIGCHI International Workshop on Multimodal Interaction for Education, 2017

On Comparing Color Spaces for Food Segmentation.

Sinem Aslan, Gianluigi Ciocca, Raimondo Schettini

Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017

Behavioral Engagement Detection of Students in the Wild.

Eda Okur, Nese Alyüz, Sinem Aslan, Utku Genc, Cagri Tanriover, Asli Arslan Esme

Proceedings of the Artificial Intelligence in Education - 18th International Conference, 2017

2016

Semantic interest point detection (Anlamsal ilgi noktası sezimi)

Sinem Aslan

PhD thesis, 2016

Towards an Emotional Engagement Model: Can Affective States of a Learner be Automatically Detected in a 1: 1 Learning Scenario?

Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, David Stanhill, Bert Arnrich, Asli Arslan Esme

Proceedings of the Late-breaking Results, 2016

A novel study on developing a model-driven visual dictionary.

Sinem Aslan, Ceyhun Burak Akgül, Bülent Sankur, Emrullah Turhan Tunali

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

Semi-supervised model personalization for improved detection of learner's emotional engagement.

Nese Alyüz, Eda Okur, Ece Oktay, Utku Genc, Sinem Aslan, Sinem Emine Mete, Bert Arnrich, Asli Arslan Esme

Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016

A DCT-based multiscale binary descriptor robust to complex brightness changes.

Sinem Aslan, Mehmet Yamac, Bülent Sankur

Proceedings of the 24th European Signal Processing Conference, 2016

2015

SymPaD: Symbolic Patch Descriptor.

Sinem Aslan, Ceyhun Burak Akgül, Bülent Sankur, Turhan Tunali

Proceedings of the VISAPP 2015, 2015

2014

Learner Engagement Measurement and Classification in 1: 1 Learning.

Sinem Aslan, Zehra Cataltepe, Itai Diner, Onur Dundar, Asli Arslan Esme, Ron Ferens, Gila Kamhi, Ece Oktay, Canan Soysal, Murat Yener

Proceedings of the 13th International Conference on Machine Learning and Applications, 2014

2013

Joint compressive video coding and analysis With Hidden Markov model based weighted reconstruction.

Sinem Aslan, Emrullah Turhan Tunali

Proceedings of the 21st Signal Processing and Communications Applications Conference, 2013

2012

A comparative study of compressed sensing video encoding GOP patterns for stereo distributed video coding.

Sinem Aslan, Emrullah Turhan Tunali

Proceedings of the 20th Signal Processing and Communications Applications Conference, 2012