Heysem Kaya - RankMe

83 papers A* 1A 12B 14C 1Misc 3Journal 26Unranked 25

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Listening to Oral History: Emotion Annotation and Recognition in the ACT UP Oral History Project. SUMAC@ ACM Multimedia Francisca Pessanha, Ian Padovani, Justus van Klaveren, Heysem Kaya, Almila Akdag Akdag, Judith Masthoff
2025	A	`conf`	Multi-Modal Multi-Task Affective States Recognition Based on Label Encoder Fusion. INTERSPEECH Maxim Markitantov, Elena Ryumina, Heysem Kaya, Alexey Karpov
2025	J	`jnl`	Privacy constrained fairness estimation for decision trees. Appl. Intell. Florian van der Steen, Fré Vink, Heysem Kaya
2025	—	`conf`	Towards Responsible Multimodal Modeling for Mental Healthcare. SPECOM (1) Heysem Kaya, Gizem Sogancioglu
2025	Misc	`conf`	Using Emotionally Rich Speech Segments for Depression Prediction. ICASSP Jiawei Yu, Heysem Kaya
2024	J	`jnl`	Audio-Visual Compound Expression Recognition Method based on Late Modality Fusion and Rule-based Decision. CoRR Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
2024	—	`conf`	Fairness in AI-Based Mental Health: Clinician Perspectives and Bias Mitigation. AIES (1) Gizem Sogancioglu, Pablo Mosteiro, Albert Ali Salah, Floortje Scheepers, Heysem Kaya
2024	—	`conf`	Multi-modal Arousal and Valence Estimation under Noisy Conditions. CVPR Workshops Denis Dresvyanskiy, Maxim Markitantov, Jiawei Yu, Heysem Kaya, Alexey Karpov
2024	J	`jnl`	SUN Team's Contribution to ABAW 2024 Competition: Audio-visual Valence-Arousal Estimation and Expression Recognition. CoRR Denis Dresvyanskiy, Maxim Markitantov, Jiawei Yu, Peitong Li, Heysem Kaya, Alexey Karpov
2024	—	`conf`	Zero-Shot Audio-Visual Compound Expression Recognition Method based on Emotion Probability Fusion. CVPR Workshops Elena Ryumina, Maxim Markitantov, Dmitry Ryumin, Heysem Kaya, Alexey Karpov
2023	B	`conf`	4th ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour. ICMI Heysem Kaya, Anouk Neerincx, Maryam Najafian, Saeid Safavi
2023	—	`conf`	AutoXplain: Towards Automated Interpretable Model Selection. xAI (Late-breaking Work, Demos, Doctoral Consortium) Tessel Haagen, Heysem Kaya, Joop Snijder, Melchior Nierman
2023	A	`conf`	Multimodal Personality Traits Assessment (MuPTA) Corpus: The Impact of Spontaneous and Read Speech. INTERSPEECH Elena Ryumina, Dmitry Ryumin, Maxim Markitantov, Heysem Kaya, Alexey Karpov
2023	J	`jnl`	Privacy Constrained Fairness Estimation for Decision Trees. CoRR Florian van der Steen, Fré Vink, Heysem Kaya
2023	B	`conf`	The effects of gender bias in word embeddings on patient phenotyping in the mental health domain. ACII Gizem Sogancioglu, Heysem Kaya, Albert Ali Salah
2023	B	`conf`	Using Explainability for Bias Mitigation: A Case Study for Fair Recruitment Assessment. ICMI Gizem Sogancioglu, Heysem Kaya, Albert Ali Salah
2022	B	`conf`	3rd ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour. ICMI Anika van der Klis, Heysem Kaya, Maryam Najafian, Saeid Safavi
2022	J	`jnl`	A Multimodal Approach for Mania Level Prediction in Bipolar Disorder. IEEE Trans. Affect. Comput. Pinar Baki, Heysem Kaya, Elvan Çiftçi, Hüseyin Güleç, Albert Ali Salah
2022	J	`jnl`	Comparing Approaches for Explaining DNN-Based Facial Expression Classifications. Algorithms Kaya ter Burg, Heysem Kaya
2022	A	`conf`	Complex Paralinguistic Analysis of Speech: Predicting Gender, Emotions and Deception in a Hierarchical Framework. INTERSPEECH Alena Velichko, Maxim Markitantov, Heysem Kaya, Alexey Karpov
2022	J	`jnl`	End-to-End Modeling and Transfer Learning for Audiovisual Emotion Recognition in-the-Wild. Multimodal Technol. Interact. Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey Karpov, Wolfgang Minker
2022	J	`jnl`	Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting. CoRR Thomas Borger, Pablo Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje Scheepers, Marco Spruit
2022	J	`jnl`	Federated learning for violence incident prediction in a simulated cross-institutional psychiatric setting. Expert Syst. Appl. Thomas Borger, Pablo Mosteiro, Heysem Kaya, Emil Rijcken, Albert Ali Salah, Floortje Scheepers, Marco Spruit
2022	J	`jnl`	Modeling, Recognizing, and Explaining Apparent Personality From Videos. IEEE Trans. Affect. Comput. Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
2022	—	`conf`	Multi-level Fusion of Fisher Vector Encoded BERT and Wav2vec 2.0 Embeddings for Native Language Identification. SPECOM Dani Krebbers, Heysem Kaya, Alexey Karpov
2022	J	`jnl`	Speech Analysis for Automatic Mania Assessment in Bipolar Disorder. CoRR Pinar Baki, Heysem Kaya, Elvan Çiftçi, Hüseyin Güleç, Albert Ali Salah
2022	B	`conf`	Text-based Interpretable Depression Severity Modeling via Symptom Predictions. ICMI Floris Van Steijn, Gizem Sogancioglu, Heysem Kaya
2022	J	`jnl`	The effects of gender bias in word embeddings on depression prediction. CoRR Gizem Sogancioglu, Heysem Kaya
2022	B	`conf`	Towards using Breathing Features for Multimodal Estimation of Depression Severity. ICMI Francisca Pessanha, Heysem Kaya, Alkim Almila Akdag Salah, Albert Ali Salah
2021	B	`conf`	2nd ICMI Workshop on Bridging Social Sciences and AI for Understanding Child Behaviour. ICMI Saeid Safavi, Heysem Kaya, Roy S. Hessels, Maryam Najafian, Sandra Hanekamp
2021	B	`conf`	Can mood primitives predict apparent personality? ACII Gizem Sogancioglu, Heysem Kaya, Albert Ali Salah
2021	A	`conf`	Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification. Interspeech Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp, Floor Meewis, Amparo C. Koot, Heysem Kaya
2021	J	`jnl`	Introducing a Central African Primate Vocalisation Dataset for Automated Species Classification. CoRR Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp, Floor Meewis, Amparo C. Koot, Heysem Kaya
2021	J	`jnl`	MUMBAI: multi-person, multimodal board game affect and interaction analysis dataset. J. Multimodal User Interfaces Metehan Doyran, Arjan Schimmel, Pinar Baki, Kübra Ergin, Batikan Türkmen, Almila Akdag Salah, Sander C. J. Bakkes, Heysem Kaya, Ronald Poppe, Albert Ali Salah
2021	A	`conf`	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. Interspeech Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
2021	J	`jnl`	The INTERSPEECH 2021 Computational Paralinguistics Challenge: COVID-19 Cough, COVID-19 Speech, Escalation & Primates. CoRR Björn W. Schuller, Anton Batliner, Christian Bergler, Cecilia Mascolo, Jing Han, Iulia Lefter, Heysem Kaya, Shahin Amiriparian, Alice Baird, Lukas Stappen, Sandra Ottl, Maurice Gerczuk, Panagiotis Tzirakis, Chloë Brown, Jagmohan Chauhan, Andreas Grammenos, Apinan Hasthanasombat, Dimitris Spathis, Tong Xia, Pietro Cicuta, Léon J. M. Rothkrantz, Joeri A. Zwerts, Jelle Treep, Casper S. Kaandorp
2021	J	`jnl`	The sound of silence: Breathing analysis for finding traces of trauma and depression in oral history archives. Digit. Scholarsh. Humanit. Almila Akdag Salah, Albert Ali Salah, Heysem Kaya, Metehan Doyran, Evrim Kavcar
2020	J	`jnl`	An Audio-Video Deep and Transfer Learning Framework for Multimodal Emotion Recognition in the wild. CoRR Denis Dresvyanskiy, Elena Ryumina, Heysem Kaya, Maxim Markitantov, Alexey A. Karpov, Wolfgang Minker
2020	B	`conf`	Bridging Social Sciences and AI for Understanding Child Behaviour. ICMI Heysem Kaya, Roy S. Hessels, Maryam Najafian, Sandra Hanekamp, Saeid Safavi
2020	—	`conf`	Combining Clustering and Functionals based Acoustic Feature Representations for Classification of Baby Sounds. ICMI Companion Heysem Kaya, Oxana Verkholyak, Maxim Markitantov, Alexey Karpov
2020	A	`conf`	Ensembling End-to-End Deep Models for Computational Paralinguistics Tasks: ComParE 2020 Mask and Breathing Sub-Challenges. INTERSPEECH Maxim Markitantov, Denis Dresvyanskiy, Danila Mamontov, Heysem Kaya, Wolfgang Minker, Alexey Karpov
2020	A	`conf`	Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. INTERSPEECH Gizem Sogancioglu, Oxana Verkholyak, Heysem Kaya, Dmitrii Fedotov, Tobias Cadèe, Albert Ali Salah, Alexey Karpov
2020	J	`jnl`	Is Everything Fine, Grandma? Acoustic and Linguistic Modeling for Robust Elderly Speech Emotion Recognition. CoRR Gizem Sogancioglu, Oxana Verkholyak, Heysem Kaya, Dmitrii Fedotov, Tobias Cadèe, Albert Ali Salah, Alexey Karpov
2020	—	`conf`	The Influence of Blind Source Separation on Mixed Audio Speech and Music Emotion Recognition. ICMI Companion Casper Laugs, Hendrik Vincent Koops, Daan Odijk, Heysem Kaya, Anja Volk
2019	Misc	`conf`	Hierarchical Two-level Modelling of Emotional States in Spoken Dialog Systems. ICASSP Oxana Verkholyak, Dmitrii Fedotov, Heysem Kaya, Yang Zhang, Alexey Karpov
2019	—	`conf`	Movie Emotion Estimation with Multimodal Fusion and Synthetic Data Generation. SIU Nihan Karslioglu, Heysem Kaya, Albert Ali Salah
2019	J	`jnl`	Predicting CO and NOxemissions from gas turbines: novel data and abenchmark PEMS. Turkish J. Electr. Eng. Comput. Sci. Heysem Kaya, Pinar Tüfekçi, Erdinç Uzun
2019	—	`conf`	Predicting Depression and Emotions in the Cross-roads of Cultures, Para-linguistics, and Non-linguistics. AVEC@MM Heysem Kaya, Dmitrii Fedotov, Denis Dresvyanskiy, Metehan Doyran, Danila Mamontov, Maxim Markitantov, Alkim Almila Akdag Salah, Evrim Kavcar, Alexey Karpov, Albert Ali Salah
2018	—	`conf`	AVEC 2018 Workshop and Challenge: Bipolar Disorder and Cross-Cultural Affect Recognition. AVEC@MM Fabien Ringeval, Björn W. Schuller, Michel F. Valstar, Roddy Cowie, Heysem Kaya, Maximilian Schmitt, Shahin Amiriparian, Nicholas Cummins, Denis Lalanne, Adrien Michaud, Elvan Çiftçi, Hüseyin Güleç, Albert Ali Salah, Maja Pantic
2018	—	`conf`	Context Modeling for Cross-Corpus Dimensional Acoustic Emotion Recognition: Challenges and Mixup. SPECOM Dmitrii Fedotov, Heysem Kaya, Alexey Karpov
2018	J	`jnl`	Efficient and effective strategies for cross-corpus acoustic emotion recognition. Neurocomputing Heysem Kaya, Alexey A. Karpov
2018	J	`jnl`	Explaining First Impressions: Modeling, Recognizing, and Explaining Apparent Personality from Videos. CoRR Hugo Jair Escalante, Heysem Kaya, Albert Ali Salah, Sergio Escalera, Yagmur Güçlütürk, Umut Güçlü, Xavier Baró, Isabelle Guyon, Júlio C. S. Jacques Júnior, Meysam Madadi, Stéphane Ayache, Evelyne Viegas, Furkan Gürpinar, Achmadnoer Sukma Wicaksana, Cynthia C. S. Liem, Marcel A. J. van Gerven, Rob van Lier
2018	B	`conf`	Feature Selection and Multimodal Fusion for Estimating Emotions Evoked by Movie Clips. ICMR Yasemin Timar, Nihan Karslioglu, Heysem Kaya, Albert Ali Salah
2018	A	`conf`	LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition. INTERSPEECH Heysem Kaya, Dmitrii Fedotov, Ali Yesilkanat, Oxana Verkholyak, Yang Zhang, Alexey Karpov
2017	—	`conf`	BOUN-NKU in MediaEval 2017 Emotional Impact of Movies Task. MediaEval Nihan Karslioglu, Yasemin Timar, Albert Ali Salah, Heysem Kaya
2017	J	`jnl`	Emotion, age, and gender classification in children's speech by humans and machines. Comput. Speech Lang. Heysem Kaya, Albert Ali Salah, Alexey Karpov, Olga V. Frolova, Aleksey Grigorev, Elena E. Lyakso
2017	A	`conf`	Introducing Weighted Kernel Classifiers for Handling Imbalanced Paralinguistic Corpora: Snoring, Addressee and Cold. INTERSPEECH Heysem Kaya, Alexey A. Karpov
2017	—	`conf`	Multi-modal Score Fusion and Decision Trees for Explainable Automatic Job Candidate Screening from Video CVs. CVPR Workshops Heysem Kaya, Furkan Gürpinar, Albert Ali Salah
2017	J	`jnl`	Video-based emotion recognition in the wild using deep transfer learning and score fusion. Image Vis. Comput. Heysem Kaya, Furkan Gürpinar, Albert Ali Salah
2016	—	`conf`	Automatic detection of meniscal area in the knee MR images. SIU Ahmet Saygili, Heysem Kaya, Songul Albayrak
2016	—	`conf`	Combining Deep Facial and Ambient Features for First Impression Estimation. ECCV Workshops (3) Furkan Gürpinar, Heysem Kaya, Albert Ali Salah
2016	J	`jnl`	Combining modality-specific extreme learning machines for emotion recognition in the wild. J. Multimodal User Interfaces Heysem Kaya, Albert Ali Salah
2016	A	`conf`	Fusing Acoustic Feature Representations for Computational Paralinguistics Tasks. INTERSPEECH Heysem Kaya, Alexey A. Karpov
2016	—	`conf`	Kernel ELM and CNN Based Facial Age Estimation. CVPR Workshops Furkan Gürpinar, Heysem Kaya, Hamdi Dibeklioglu, Albert Ali Salah
2016	B	`conf`	Multimodal fusion of audio, scene, and face features for first impression estimation. ICPR Furkan Gürpinar, Heysem Kaya, Albert Ali Salah
2016	C	`conf`	Robust Acoustic Emotion Recognition Based on Cascaded Normalization and Extreme Learning Machines. ISNN Heysem Kaya, Alexey A. Karpov, Albert Ali Salah
2015	J	`jnl`	Adaptive Mixtures of Factor Analyzers. CoRR Heysem Kaya, Albert Ali Salah
2015	B	`conf`	Contrasting and Combining Least Squares Based Learners for Emotion Recognition in the Wild. ICMI Heysem Kaya, Furkan Gürpinar, Sadaf Afshar, Albert Ali Salah
2015	—	`conf`	EmoChildRu: Emotional Child Russian Speech Corpus. SPECOM Elena E. Lyakso, Olga V. Frolova, Evgeniya Dmitrieva, Aleksei Grigorev, Heysem Kaya, Albert Ali Salah, Alexey Karpov
2015	A	`conf`	Fisher vectors with cascaded normalization for paralinguistic analysis. INTERSPEECH Heysem Kaya, Alexey Karpov, Albert Ali Salah
2015	J	`jnl`	Random Discriminative Projection Based Feature Selection with Application to Conflict Recognition. IEEE Signal Process. Lett. Heysem Kaya, Tugçe Özkaptan, Albert Ali Salah, Fikret Gürgen
2015	—	`—`	Robust machine learning methods for computational paralinguistics and multimodal affective computing (Hesaplamasal paralinguistik ve çok-kipli duyuşsal hesaplama için gürbüz yapay öğrenme yönemleri) Heysem Kaya
2014	Misc	`conf`	CCA based feature selection with application to continuous depression recognition from acoustic speech features. ICASSP Heysem Kaya, Florian Eyben, Albert Ali Salah, Björn W. Schuller
2014	A	`conf`	Canonical correlation analysis and local fisher discriminant analysis based multi-view acoustic feature reduction for physical load prediction. INTERSPEECH Heysem Kaya, Tugçe Özkaptan, Albert Ali Salah, Sadik Fikret Gürgen
2014	B	`conf`	Combining Modality-Specific Extreme Learning Machines for Emotion Recognition in the Wild. ICMI Heysem Kaya, Albert Ali Salah
2014	—	`conf`	Continuous Mapping of Personality Traits: A Novel Challenge and Failure Conditions. MAPTRAITS@ICMI Heysem Kaya, Albert Ali Salah
2014	—	`conf`	Ensemble CCA for Continuous Emotion Prediction. AVEC@MM Heysem Kaya, Fazilet Çilli, Albert Ali Salah
2014	A*	`conf`	Eyes Whisper Depression: A CCA based Multimodal Approach. ACM Multimedia Heysem Kaya, Albert Ali Salah
2014	—	`conf`	Protocol and baseline for experiments on Bogazici University Turkish emotional speech corpus. SIU Heysem Kaya, Albert Ali Salah, Sadik Fikret Gürgen, Hazim Kemal Ekenel
2014	B	`conf`	Speaker- and Corpus-Independent Methods for Affect Classification in Computational Paralinguistics. ICMI Heysem Kaya
2013	—	`conf`	Prenatal risk assessment of Trisomy 21 by probabilistic classifiers. SIU Omer Uzun, Heysem Kaya, Fikret Gürgen, Füsun Varol
2012	—	`conf`	Posterior Probability Convergence of k-NN Classification and K-Means Clustering. ISCIS Heysem Kaya, Olcay Kursun, Fikret Gürgen
2010	—	`conf`	Stacking Class Probabilities Obtained from View-Based Cluster Ensembles. ICAISC (1) Heysem Kaya, Olcay Kursun, Huseyin Seker