Nasser Mohammadiha

43 papers A 2B 2Misc 8Journal 15Unranked 14

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	AI/ML-as-a-Service for optical network automation: use cases and challenges [Invited]. J. Opt. Commun. Netw. Carlos Natalino, Ashkan Panahi, Nasser Mohammadiha, Paolo Monti
2024	J	`jnl`	Exploring the Integration of Large Language Models in Industrial Test Maintenance Processes. CoRR Ludvig Lemner, Linnea Wahlgren, Gregory Gay, Nasser Mohammadiha, Jingxiong Liu, Joakim Wennerberg
2023	—	`conf`	Machine-Learning-as-a-Service for Optical Network Automation. OFC Carlos Natalino, Nasser Mohammadiha, Ashkan Panahi
2019	—	`ch.`	Autonomous Vehicles: State of the Art, Future Trends, and Challenges. Automotive Systems and Software Engineering Piergiuseppe Mallozzi, Patrizio Pelliccione, Alessia Knauss, Christian Berger, Nasser Mohammadiha
2019	—	`conf`	Recurrent Conditional Generative Adversarial Networks for Autonomous Driving Sensor Modelling. ITSC Henrik Arnelid, Edvin Listo Zec, Nasser Mohammadiha
2018	—	`conf`	A Data-Driven Generative Model for GPS Sensors for Autonomous Driving. SEFAIAS@ICSE Erik Karlsson, Nasser Mohammadiha
2018	B	`conf`	A Statistical GPS Error Model for Autonomous Driving. Intelligent Vehicles Symposium Erik Karlsson, Nasser Mohammadiha
2018	—	`conf`	Clustering Vehicle Maneuver Trajectories Using Mixtures of Hidden Markov Models. ITSC John Martinsson, Nasser Mohammadiha, Alexander Schliep
2018	—	`conf`	Statistical Sensor Modelling for Autonomous Driving Using Autoregressive Input-Output HMMs. ITSC Edvin Listo Zec, Nasser Mohammadiha, Alexander Schliep
2017	J	`jnl`	A State-Space Approach to Dynamic Nonnegative Matrix Factorization. CoRR Nasser Mohammadiha, Paris Smaragdis, Ghazaleh Panahandeh, Simon Doclo
2017	J	`jnl`	Imitation Learning for Vision-based Lane Keeping Assistance. CoRR Christopher Innocenti, Henrik Lindén, Ghazaleh Panahandeh, Lennart Svensson, Nasser Mohammadiha
2017	—	`conf`	Imitation learning for vision-based lane keeping assistance. ITSC Christopher Innocenti, Henrik Lindén, Ghazaleh Panahandeh, Lennart Svensson, Nasser Mohammadiha
2017	J	`jnl`	Nonnegative HMM for Babble Noise Derived from Speech HMM: Application to Speech Enhancement. CoRR Nasser Mohammadiha, Arne Leijon
2017	J	`jnl`	Road Friction Estimation for Connected Vehicles using Supervised Machine Learning. CoRR Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha
2017	B	`conf`	Road friction estimation for connected vehicles using supervised machine learning. Intelligent Vehicles Symposium Ghazaleh Panahandeh, Erik Ek, Nasser Mohammadiha
2017	J	`jnl`	Speech Dereverberation Using Nonnegative Convolutive Transfer Function and Spectro temporal Modeling. CoRR Nasser Mohammadiha, Simon Doclo
2017	J	`jnl`	Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. CoRR Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2016	—	`conf`	Offline object matching and evaluation process for verification of autonomous driving. ITSC Johan Florback, Lars Tornberg, Nasser Mohammadiha
2016	J	`jnl`	Speech Dereverberation Using Non-Negative Convolutive Transfer Function and Spectro-Temporal Modeling. IEEE ACM Trans. Audio Speech Lang. Process. Nasser Mohammadiha, Simon Doclo
2015	J	`jnl`	A State-Space Approach to Dynamic Nonnegative Matrix Factorization. IEEE Trans. Signal Process. Nasser Mohammadiha, Paris Smaragdis, Ghazaleh Panahandeh, Simon Doclo
2015	Misc	`conf`	Joint acoustic and spectral modeling for speech dereverberation using non-negative representations. ICASSP Nasser Mohammadiha, Paris Smaragdis, Simon Doclo
2015	Misc	`conf`	Multi-channel linear prediction-based speech dereverberation with low-rank power spectrogram approximation. ICASSP Ante Jukic, Nasser Mohammadiha, Toon van Waterschoot, Timo Gerkmann, Simon Doclo
2015	Misc	`conf`	On application of non-negative matrix factorization for ad hoc microphone array calibration from incomplete noisy distances. ICASSP Afsaneh Asaei, Nasser Mohammadiha, Mohammad Javad Taghizadeh, Simon Doclo, Hervé Bourlard
2015	Misc	`conf`	Pitch estimation and tracking with harmonic emphasis on the acoustic spectrum. ICASSP Sam Karimian-Azari, Nasser Mohammadiha, Jesper Rindom Jensen, Mads Græsbøll Christensen
2014	A	`conf`	Single-channel dynamic exemplar-based speech enhancement. INTERSPEECH Nasser Mohammadiha, Simon Doclo
2014	J	`jnl`	Static and Dynamic Source Separation Using Nonnegative Factorizations: A unified view. IEEE Signal Process. Mag. Paris Smaragdis, Cédric Févotte, Gautham J. Mysore, Nasser Mohammadiha, Matthew D. Hoffman
2014	—	`conf`	Transient noise reduction using nonnegative matrix factorization. HSCMA Nasser Mohammadiha, Simon Dodo
2013	J	`jnl`	Continuous Hidden Markov Model for Pedestrian Activity Classification and Gait Analysis. IEEE Trans. Instrum. Meas. Ghazaleh Panahandeh, Nasser Mohammadiha, Arne Leijon, Peter Handel
2013	—	`conf`	Gamma hidden Markov model as a probabilistic Nonnegative Matrix Factorization. EUSIPCO Nasser Mohammadiha, W. Bastiaan Kleijn, Arne Leijon
2013	—	`conf`	Low-artifact source separation using probabilistic latent component analysis. WASPAA Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013	J	`jnl`	Nonnegative HMM for Babble Noise Derived From Speech HMM: Application to Speech Enhancement. IEEE Trans. Speech Audio Process. Nasser Mohammadiha, Arne Leijon
2013	Misc	`conf`	Prediction based filtering and smoothing to exploit temporal dependencies in NMF. ICASSP Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013	—	`conf`	Simultaneous noise classification and reduction using a priori learned models. MLSP Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2013	J	`jnl`	Spectral Domain Speech Enhancement Using HMM State-Dependent Super-Gaussian Priors. IEEE Signal Process. Lett. Nasser Mohammadiha, Rainer Martin, Arne Leijon
2013	—	`—`	Speech Enhancement Using Nonnegative MatrixFactorization and Hidden Markov Models. Nasser Mohammadiha
2013	J	`jnl`	Supervised and Unsupervised Speech Enhancement Using Nonnegative Matrix Factorization. IEEE Trans. Speech Audio Process. Nasser Mohammadiha, Paris Smaragdis, Arne Leijon
2012	Misc	`conf`	A variational Bayes approach to the underdetermined blind source separation with automatic determination of the number of sources. ICASSP Jalil Taghia, Nasser Mohammadiha, Arne Leijon
2012	A	`conf`	Ground plane feature detection in mobile vision-aided inertial navigation. IROS Ghazaleh Panahandeh, Nasser Mohammadiha, Magnus Jansson
2012	Misc	`conf`	Single channel speech enhancement using Bayesian NMF with recursive temporal updates of prior distributions. ICASSP Nasser Mohammadiha, Jalal Taghia, Arne Leijon
2012	—	`conf`	Sparsity level in a non-negative matrix factorization based speech strategy in cochlear implants. EUSIPCO Hongmei Hu, Nasser Mohammadiha, Jalil Taghia, Arne Leijon, Mark E. Lutman, Shouyan Wang
2011	—	`conf`	A new approach for speech enhancement based on a constrained Nonnegative Matrix Factorization. ISPACS Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
2011	—	`conf`	A new linear MMSE filter for single channel speech enhancement based on Nonnegative Matrix Factorization. WASPAA Nasser Mohammadiha, Timo Gerkmann, Arne Leijon
2011	Misc	`conf`	An evaluation of noise power spectral density estimation algorithms in adverse acoustic environments. ICASSP Jalal Taghia, Jalil Taghia, Nasser Mohammadiha, Jinqiu Sang, Václav Bouse, Rainer Martin