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Oya Aran
ORCID
Publication Activity (10 Years)
Years Active: 2005-2024
Publications (10 Years): 14
Top Topics
Personality Traits
Transfer Learning
Anomaly Detection
Chest Radiographs
Top Venues
CoRR
IEEE Trans. Multim.
HBU
SIU
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Publications
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Fabian Clemens Weigend
,
Neelesh Kumar
,
Oya Aran
,
Heni Ben Amor
Ubiquitous Robot Control Through Multimodal Motion Capture Using Smartwatch and Smartphone Data.
CoRR
(2024)
Neelesh Kumar
,
Oya Aran
,
Venugopal Vasudevan
Visual In-Context Learning for Few-Shot Eczema Segmentation.
CoRR
(2023)
Maria Jeseca C. Baculo
,
Conrado R. Ruiz Jr.
,
Oya Aran
Cecid Fly Defect Detection in Mangoes Using Object Detection Frameworks.
CGI
(2021)
Hilal Hacilar
,
O. Ufuk Nalbantoglu
,
Oya Aran
,
Burcu Bakir-Gungor
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods.
CoRR
(2020)
Sandrine Tornay
,
Oya Aran
,
Mathew Magimai-Doss
An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition.
LREC
(2020)
Jennifer C. Ureta
,
Oya Aran
,
Joanna Pauline Rivera
Detecting pneumonia in chest radiographs using convolutional neural networks.
ICMV
(2019)
Shogo Okada
,
Laurent Son Nguyen
,
Oya Aran
,
Daniel Gatica-Perez
Modeling Dyadic and Group Impressions with Intermodal and Interperson Features.
ACM Trans. Multim. Comput. Commun. Appl.
15 (1s) (2019)
Umut Avci
,
Oya Aran
Analyzing group performance in small group interaction: Linking personality traits and group performance through the verbal content.
FG
(2019)
Yunus Emre Kara
,
Gaye Genç
,
Oya Aran
,
Lale Akarun
Actively Estimating Crowd Annotation Consensus.
J. Artif. Intell. Res.
61 (2018)
Ahmet Alp Kindiroglu
,
Lale Akarun
,
Oya Aran
Multi-domain and multi-task prediction of extraversion and leadership from meeting videos.
EURASIP J. Image Video Process.
2017 (2017)
Aleksandra Cerekovic
,
Oya Aran
,
Daniel Gatica-Perez
Rapport with Virtual Agents: What Do Human Social Cues and Personality Explain?
IEEE Trans. Affect. Comput.
8 (3) (2017)
Umut Avci
,
Oya Aran
Predicting the Performance in Decision-Making Tasks: From Individual Cues to Group Interaction.
IEEE Trans. Multim.
18 (4) (2016)
Berkay Aydin
,
Ahmet Alp Kindiroglu
,
Oya Aran
,
Lale Akarun
Automatic personality prediction from audiovisual data using random forest regression.
ICPR
(2016)
Oya Aran
,
Dairazalia Sanchez-Cortes
,
Minh-Tri Do
,
Daniel Gatica-Perez
Anomaly Detection in Elderly Daily Behavior in Ambient Sensing Environments.
HBU
(2016)
Albert Ali Salah
,
Hayley Hung
,
Oya Aran
,
Hatice Gunes
,
Matthew A. Turk
Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst.
5 (2) (2015)
Shogo Okada
,
Oya Aran
,
Daniel Gatica-Perez
Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery.
ICMI
(2015)
Albert Ali Salah
,
Hayley Hung
,
Oya Aran
,
Hatice Gunes
,
Matthew A. Turk
Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst.
5 (3) (2015)
Yunus Emre Kara
,
Gaye Genç
,
Oya Aran
,
Lale Akarun
Modeling annotator behaviors for crowd labeling.
Neurocomputing
160 (2015)
Oya Aran
,
Joan-Isaac Biel
,
Daniel Gatica-Perez
Broadcasting Oneself: Visual Discovery of Vlogging Styles.
IEEE Trans. Multim.
16 (1) (2014)
Ahmet Alp Kindiroglu
,
Lale Akarun
,
Oya Aran
Vision based personality analysis using transfer learning methods.
SIU
(2014)
Aleksandra Cerekovic
,
Oya Aran
,
Daniel Gatica-Perez
How Do You Like Your Virtual Agent?: Human-Agent Interaction Experience through Nonverbal Features and Personality Traits.
HBU
(2014)
Umut Avci
,
Oya Aran
Effect of nonverbal behavioral patterns on the performance of small groups.
UM3I@ICMI
(2014)
Ahmet Alp Kindiroglu
,
Lale Akarun
,
Oya Aran
Vision based personality analysis using transfer learning methods.
SIU
(2014)
Oya Aran
,
Daniel Gatica-Perez
Cross-domain personality prediction: from video blogs to small group meetings.
ICMI
(2013)
Albert Ali Salah
,
Hayley Hung
,
Oya Aran
,
Hatice Gunes
Fourth international workshop on human behavior understanding (HBU 2013).
ACM Multimedia
(2013)
Oya Aran
,
Daniel Gatica-Perez
One of a kind: inferring personality impressions in meetings.
ICMI
(2013)
Albert Ali Salah
,
Hayley Hung
,
Oya Aran
,
Hatice Gunes
Creative Applications of Human Behavior Understanding.
HBU
(2013)
Dairazalia Sanchez-Cortes
,
Oya Aran
,
Dinesh Babu Jayagopi
,
Marianne Schmid Mast
,
Daniel Gatica-Perez
Emergent leaders through looking and speaking: from audio-visual data to multimodal recognition.
J. Multimodal User Interfaces
7 (1-2) (2013)
Kyriaki Kalimeri
,
Bruno Lepri
,
Oya Aran
,
Dinesh Babu Jayagopi
,
Daniel Gatica-Perez
,
Fabio Pianesi
Modeling dominance effects on nonverbal behaviors using granger causality.
ICMI
(2012)
Dairazalia Sanchez-Cortes
,
Oya Aran
,
Marianne Schmid Mast
,
Daniel Gatica-Perez
A Nonverbal Behavior Approach to Identify Emergent Leaders in Small Groups.
IEEE Trans. Multim.
14 (3-2) (2012)
Marek Hrúz
,
Pavel Campr
,
Zdenek Krnoul
,
Milos Zelezný
,
Oya Aran
,
Pinar Santemiz
Multi-modal dialogue system with sign language capabilities.
ASSETS
(2011)
Gokul Chittaranjan
,
Oya Aran
,
Daniel Gatica-Perez
Exploiting observers' judgements for nonverbal group interaction analysis.
FG
(2011)
Joan-Isaac Biel
,
Oya Aran
,
Daniel Gatica-Perez
You Are Known by How You Vlog: Personality Impressions and Nonverbal Behavior in YouTube.
ICWSM
(2011)
Marek Hrúz
,
Pavel Campr
,
Erinç Dikici
,
Ahmet Alp Kindiroglu
,
Zdenek Krnoul
,
Alexander L. Ronzhin
,
Hasim Sak
,
Daniel Schorno
,
Hülya Yalçin
,
Lale Akarun
,
Oya Aran
,
Alexey Karpov
,
Murat Saraçlar
,
Milos Zelezný
Automatic fingersign-to-speech translation system.
J. Multimodal User Interfaces
4 (2) (2011)
Konstantinos Moustakas
,
Dimitrios Tzovaras
,
Laila Dybkjær
,
Niels Ole Bernsen
,
Oya Aran
Using Modality Replacement to Facilitate Communication between Visually and Hearing-Impaired People.
IEEE Multim.
18 (2) (2011)
Oya Aran
,
Daniel Gatica-Perez
Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Group Conversations.
ICPR
(2010)
Dairazalia Sanchez-Cortes
,
Oya Aran
,
Marianne Schmid Mast
,
Daniel Gatica-Perez
Identifying emergent leadership in small groups using nonverbal communicative cues.
ICMI-MLMI
(2010)
Oya Aran
,
Lale Akarun
A multi-class classification strategy for Fisher scores: Application to signer independent sign language recognition.
Pattern Recognit.
43 (5) (2010)
Ilker Yildirim
,
Oya Aran
,
Pinar Yolum
,
Lale Akarun
Cooperative Sign Language Tutoring: A Multiagent Approach.
ESAW
(2009)
Oya Aran
,
Olcay Taner Yildiz
,
Ethem Alpaydin
An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.
Int. J. Pattern Recognit. Artif. Intell.
23 (2) (2009)
Pinar Santemiz
,
Oya Aran
,
Murat Saraclar
,
Lale Akarun
Automatic sign segmentation from continuous signing via multiple sequence alignment.
ICCV Workshops
(2009)
Oya Aran
,
Thomas Burger
,
Alice Caplier
,
Lale Akarun
A belief-based sequential fusion approach for fusing manual signs and non-manual signals.
Pattern Recognit.
42 (5) (2009)
Oya Aran
,
Ismail Ari
,
Lale Akarun
,
Bülent Sankur
,
Alexandre Benoît
,
Alice Caplier
,
Pavel Campr
,
Ana Huerta Carrillo
,
François-Xavier Fanard
SignTutor: An Interactive System for Sign Language Tutoring.
IEEE Multim.
16 (1) (2009)
Oya Aran
,
Ismail Ari
,
Lale Akarun
,
Erinç Dikici
,
Siddika Parlak
,
Murat Saraçlar
,
Pavel Campr
,
Marek Hrúz
Speech and sliding text aided sign retrieval from hearing impaired sign news videos.
J. Multimodal User Interfaces
2 (2) (2008)
Savvas Argyropoulos
,
Konstantinos Moustakas
,
Alexey Karpov
,
Oya Aran
,
Dimitrios Tzovaras
,
Thanos Tsakiris
,
Giovanna Varni
,
Byungjun Kwon
Multimodal user interface for the communication of the disabled.
J. Multimodal User Interfaces
2 (2) (2008)
Oya Aran
,
Lale Akarun
Multi-class classification strategies for Fisher scores of gesture and sign sequences.
ICPR
(2008)
Oya Aran
,
Ismail Ari
,
Alexandre Benoît
,
Ana Huerta Carrillo
,
François-Xavier Fanard
,
Pavel Campr
,
Lale Akarun
,
Alice Caplier
,
Michèle Rombaut
,
Bülent Sankur
Sign Language Tutoring Tool
CoRR
(2008)
Alice Caplier
,
Sébastien Stillittano
,
Oya Aran
,
Lale Akarun
,
Gérard Bailly
,
Denis Beautemps
,
Noureddine Aboutabit
,
Thomas Burger
Image and Video for Hearing Impaired People.
EURASIP J. Image Video Process.
2007 (2007)
Oya Aran
,
Thomas Burger
,
Alice Caplier
,
Lale Akarun
Sequential Belief-Based Fusion of Manual and Non-manual Information for Recognizing Isolated Signs.
Gesture Workshop
(2007)
Thomas Burger
,
Alexandra Urankar
,
Oya Aran
,
Lale Akarun
,
Alice Caplier
Cued speech hand shape recognition - belief functions as a formalism to fuse svms and expert systems.
VISAPP (2)
(2007)
Thomas Burger
,
Oya Aran
,
Alexandra Urankar
,
Alice Caplier
,
Lale Akarun
A Dempster-Shafer Theory Based Combination of Classifiers for Hand Gesture Recognition.
VISIGRAPP (Selected Papers)
(2007)
Oya Aran
,
Lale Akarun
Recognizing Two Handed Gestures with Generative, Discriminative and Ensemble Methods Via Fisher Kernels.
MRCS
(2006)
Thomas Burger
,
Oya Aran
,
Alice Caplier
Modeling Hesitation and Conflict: A Belief-Based Approach for Multi-class Problems.
ICMLA
(2006)
Mehmet Emre Sargin
,
Oya Aran
,
Alexey Karpov
,
Ferda Ofli
,
Yelena Yasinnik
,
Stephen Wilson
,
Engin Erzin
,
Yücel Yemez
,
A. Murat Tekalp
Combined Gesture-Speech Analysis and Speech Driven Gesture Synthesis.
ICME
(2006)
Oya Aran
,
Cem Keskin
,
Lale Akarun
Sign Language Tutoring tool.
EUSIPCO
(2005)
Cem Keskin
,
Oya Aran
,
Lale Akarun
Real time gestural interface for generic applications.
EUSIPCO
(2005)