Selected publications
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Akram Alomainy
- Z. U. Khan, T. H. Loh, A. Belenguer and A. Alomainy, Empty substrate-integrated waveguide-fed patch antenna array for 5G millimeter-wave communication systems, IEEE Antennas and Wireless Propagation Letters, Vol. 19, No. 5, pp. 776-780, May 2020 - A. Rizwan, N. Abu Ali, A. Zoha, M. Ozturk, A. Alomainy, M. A. Imran, Q. H. Abbasi, Non-invasive hydration level estimation in human body using galvanic skin response, IEEE Sensors Journal, Vol. 20, No. 9, pp. 4891-4900, May 2020 - A. Sharif, J. Ouyang, F. Yang, H. T. Chattha, M. A. Imran, A. Alomainy, Q. H. Abbasi, Low-cost inkjet-printed UHF RFID tag-based system for Internet of Things applications using characteristic modes, IEEE Internet of Things Journal, Vol. 6, No. 2, pp. 3962-3975, April 2019 |
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Emmanouil Benetos
- A. Ycart and E. Benetos, Learning and evaluation methodologies for polyphonic music sequence prediction with LSTMs, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 28, pp. 1328-1341, 2020 - B. Chettri, T. Kinnunen, E. Benetos, Deep generative variational autoencoding for replay spoof detection in automatic speaker verification, Computer Speech & Language, Vol. 63, No. 101092, September 2020 - Q. Zhou, Z. Feng, E. Benetos, Adaptive noise reduction for sound event detection using subband-weighted NMF, Sensors, Vol. 19, No. 14:3206, July 2019 |
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Eliane L. Bodanese
- F. Luo, S. Poslad, E. Bodanese, Temporal convolutional networks for multi-person activity recognition using a 2D LIDAR, IEEE Internet of Things Journal, Vol. 7, No. 8, pp. 7432-7442, August 2020 - D. Thekke Kanapram, F. Patrone, P. Marin-Plaza, M. Marchese, E. L. Bodanese, L. Marcenaro, D. Martin Gomez, C. Regazzoni, Collective awareness for abnormality detection in connected autonomous vehicles, IEEE Internet of Things Journal, Vol. 7, No. 5, pp. 3774-3789, May 2020 - W. Yi, Y. Liu, E. Bodanese, A. Nallanathan, G. K. Karagiannidis, A unified spatial framework for UAV-aided MmWave networks, IEEE Transactions on Communications, Vol. 67, No. 12, pp. 8801-8817, December 2019 |
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Jesús Requena-Carrión
- J. Yang, Y. Sun, J. Requena-Carrion, Y. Cao, An analytical model for information centric Internet of Things networks in opportunistic scenarios, IEEE Systems Journal, Vol. 14, No. 1, pp. 172-183, March 2020 - N. Bajaj, J. Requena Carrion, F. Bellotti, R. Berta, A. De Gloria, Automatic and tunable algorithm for EEG artifact removal using wavelet decomposition with applications in predictive modeling during auditory tasks, Biomedical Signal Processing and Control, Vol. 55, No. 101624, January 2020 - B. Xu, Y. Chen, J. Requena-Carrion, T. Zhang, Resource allocation in energy-cooperation enabled two-tier NOMA HetNets towards green 5G, IEEE Journal on Selected Areas in Communications, Vol. 35, No. 12, pp. 2758-2770, December 2017 |
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Andrea Cavallaro
- R. Sanchez-Matilla, C. Y. Li, A. Shahin Shamsabad, R. Mazzon, A. Cavallaro, Exploiting vulnerabilities of deep neural networks for privacy protection, IEEE Transactions on Multimedia, Vol. 22, No. 7, July 2020 - V. Rajan, A. Brutti, A. Cavallaro, ConflictNET: end-to-end learning for speech-based conflict intensity estimation, IEEE Signal Processing Letters, Vol. 26, No. 11, pp. 1668-1672, November 2019 - R. Sanchez-Matilla, K. Chatzilygeroudis, A. Modas, N. F. Duarte, A. Xompero, P. Frossard, A. Billard, A. Cavallaro, Benchmark for human-to-robot handovers of unseen containers with unknown filling, IEEE Robotics and Automation Letters, Vol. 5, No. 2, pp. 1642-1649, April 2020 |
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Lars Chittka
- C. Solvi, S. Gutierrez Al-Khudhairy, L. Chittka, Bumble bees display cross-modal object recognition between visual and tactile senses, Science, Vol. 367, No. 6480, pp. 910-912, February 2020 - J. C. Makinson, J. L. Woodgate, A. Reynolds, E. A. Capaldi, C. J. Perry, L. Chittka, Harmonic radar tracking reveals random dispersal pattern of bumblebee (Bombus terrestris) queens after hibernation, Scientific Reports, Vol. 9, No. 4651, March 2019 - C. Pasquaretta, R, Jeanson, J. Pansanel, N. E. Raine, L. Chittka, M. Lihoreau, A spatial network analysis of resource partitioning between bumblebees foraging on artificial flowers in a flight cage, Movement Ecology, Vol. 7, No. 4, February 2019 |
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Graham R. Davis
- J. Hatton, G. R. Davis, A.-H. I. Mourad, N. Cherupurakal, R. G. Hill, S. Mohsin, Fabrication of porous bone scaffolds using alginate and bioactive glass, Journal of Functional Biomaterials, Vol. 10, No. 1:15, March 2019 - N. W. Kent, G. Blunn, N. Karpukhina, G. Davis, R. F. de Godoy, R. M. Wilson, M. Coathup, L. Onwordi, W. Y. Quak, R. Hill, In vitro and in vivo study of commercial calcium phosphate cement HydroSet, Journal of Biomedical Materials Research - Part B Applied Biomaterials, Vol 106, No. 1, pp. 21-30, January 2018. - L. M. Blowes, M. Egertova, Y. Liu, G. D. Davis, N. J. Terrill, H. S. Gupta, M. R. Elphick, Body wall structure in the starfish Asterias rubens, Journal of Anatomy, Vol 231, No. 3, pp. 325-341, September 2017. |
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Ildar Farkhatdinov
- I. Farkhatdinov, H. Michalska, A. Berthoz, V. Hayward, Idiothetic verticality estimation through head stabilization strategy, IEEE Robotics and Automation Letters, Vol. 4, No. 3, pp. 2677-2682, July 2019 - I. Farkhatdinov, H. Michalska, A. Berthoz, V. Hayward, Gravito-inertial ambiguity resolved through head stabilization, Proc. of Royal Society A, Vol. 475:20180010, No. 2223, March 2019 - I. Farkhatdinov, H. Michalska, A. Berthoz, V. Hayward, Review of anthropomorphic head stabilisation and verticality estimation in robots, Springer International Publishing, pp. 185-209, ISBN 978-3-319-93870-7, 2019 |
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Shaogang Gong
- M. Li, X. Zhu, S. Gong, Unsupervised tracklet person re-identification, IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 42, No. 7, July 2020 - A. Wu, W.-S. Zheng, S. Gong, J. Lai, RGB-IR person re-identification by cross-modality similarity preservation, International Journal of Computer Vision, Vol. 128, pp. 1765–1785, February 2020 - H. Su, S. Gong, X. Zhu, Scalable logo detection by self co-learning, Pattern Recognition, Vol. 97, No. 107003, January 2020 |
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Miles Hansard
- A. M. H. Ismail, J. A. Solomon, M. Hansard, I. Mareschal, A perceptual bias for man-made objects in humans, Proc. of the Royal Society B, Vol. 286:20191492, No. 1914, October 2019 - A. Vasilyev, M. Hansard, Spatial distribution of eye-movements after central vision loss is consistent with an optimal visual search strategy, International Journal of Neural Systems, Vol. 29, No. 10:1950026, September 2019 - S. Ahmed, M. Hansard, A. Cavallaro, Constrained optimization for plane-based stereo, IEEE Transactions on Image Processing, Vol. 27, No. 8, pp. 3870-3882, August 2018 |
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Pengwei Hao
- S. Huang, E. Izquierdo, P. Hao, Adaptive packet scheduling for scalable video streaming with network coding, Journal of Visual Communication and Image Representation, Vol. 43, pp. 10-20, February 2017 - C. Zhang, Y. Li, J. Wang, P. Hao, Universal demosaicking of color filter arrays, IEEE Trans. on Image Processing, Vol. 25, No. 11, pp. 5173-5186, November 2016. - S. Huang, E. Izquierdo, P. Hao, Bandwidth-efficient packet scheduling for live streaming with network coding, IEEE Transactions on Multimedia, Vol. 18, No. 4, pp. 752-763, April 2016 |
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Ebroul Izquierdo
- A. Seixas Dias, S. Huang, S. G. Blasi, M. Mrak, E. Izquierdo, Time-constrained video delivery using adaptive coding parameters, IEEE Transactions on Circuits and Systems for Video Technology, Vol. 29, No. 7, pp. 2082-2095, July 2019 - D. Zhang, L. Lin, T. Chen, X. Wu, W. Tan, E. Izquierdo, Content-adaptive sketch portrait generation by decompositional representation learning, IEEE Trans. on Image Processing, Vol. 26, No. 1, pp. 328-339, January 2017 - I. Zupancic, M. Naccari, M. Mrak, E. Izquierdo, Two-pass rate control for improved quality of experience in UHDTV delivery, IEEE Journal of Selected Topics in Signal Processing, Vol. 11, No. 1, pp. 167-179, February 2017 |
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Lorenzo Jamone
- G. Saponaro, L. Jamone, A. Bernardino, G. Salvi, Beyond the self: using grounded affordances to interpret and describe others' actions, IEEE Transactions on Cognitive and Developmental Systems, Vol. 12, No. 2, June 2020 - T. Taniguchi, E. Ugur, M. Hoffmann, L. Jamone, T. Nagai, B. Rosman, T. Matsuka, N. Iwahashi, E. Oztop, J. Piater, F. Worgotteral, Symbol emergence in cognitive developmental systems: a survey, IEEE Transactions on Cognitive and Developmental Systems, Vol. 11, No. 4, pp. 494-516, December 2019 - J. Vallverdu, G. Trovato, L. Jamone, Allocentric emotional affordances in HRI: the multimodal binding, Multimodal Technologies Interaction, Vol. 2, No. 78, November 2018 |
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Steffi Krause
- J. Wang, Z. Yang, W. Chen, L. Du, B. Jiao, S. Krause, P. Wang, Q. Wei, D.-W. Zhang, C. Wu, Modulated light-activated electrochemistry at silicon functionalized with metal-organic frameworks towards addressable DNA chips, Biosensors and Bioelectronics, Vol. 146, No. 111750, December 2019 - K. Wan, P. J. Taroni, Z. Liu, Y. Liu, Y. Tu, G. Santagiuliana, I. C. Hsia, H. Zhang, O. Fenwick, S. Krause, M. Baxendale, B. C. Schroeder, E. Bilotti, Flexible and stretchable self-powered multi-sensors based on the N-type thermoelectric response of polyurethane/nax (Ni-ett)_n composites, Advanced Electronic Material, Vol. 5, No. 1900582, 2019 - N. Ahmad, B. Colak, M. J. Gibbs, D.-W. Zhang, J. E. Gautrot, M. Watkinson, C. R. Becer, S. Krause, Peptide cross-linked poly (2-oxazoline) as a sensor material for the detection of proteases with a quartz crystal microbalance, Biomacromolecules, Vol. 20, No. 7, pp. 2506–2514, 2019 |
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Yuanwei Liu
- X. Yue, Y. Liu, Y. Yao, T. Li, X. Li, R. Liu, A. Nallanathan, Outage behaviors of NOMA-based satellite network over shadowed-rician fading channels, IEEE Transactions on Vehicular Technology, Vol. 69, No. 6, pp. 6818-6821, June 2020 - Z. Yang, Y. Liu, Y. Chen, L. Jiao, Learning automata based Q-learning for content placement in cooperative caching, IEEE Transactions on Communications, Vol. 68, No. 6, pp. 3667-3680, June 2020 - W. Yi, Y. Liu, Y. Deng, A. Nallanathan, Clustered UAV networks with Millimeter wave communications: a stochastic geometry view, IEEE Transactions on Communications, Vol. 68, No. 7, pp. 4342-4357, July 2020 |
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Isabelle Mareschal
- A. M. H. Ismail, J. A. Solomon, M. Hansard, I. Mareschal, A perceptual bias for man-made objects in humans, Proc. of the Royal Society B, Vol. 286:20191492, No. 1914, October 2019 - N. Binetti, T. Cheng, I. Mareschal, D. Brumby, S. Julier, N. Bianchi-Berthouze , Assumptions about the positioning of virtual stimuli affect gaze direction estimates during Augmented Reality based interactions, Scientific Reports, Vol. 9, No. 2566, February 2019 - D. Awad, N. J. Emery, I. Mareschal, The role of emotional expression and eccentricity on gaze perception, Frontiers in Psychology, Vol. 10, pp. 1664-1078, May 2019 |
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Changjae Oh
- C. Oh, A. Cavallaro, View-action representation learning for active first-person vision, IEEE Trans. on Circuits and Systems for Video Technology, Vol. 31, No. 2, pp. 480-491, February 2021 - T. Song, Y. Kim, C. Oh, H. Jang, N. Ha and K. Sohn, Simultaneous deep stereo matching and dehazing with feature attention, International Journal of Computer Vision, Vol. 128, pp. 799–817, January 2020 - C. Oh and A. Cavallaro, Learning action representations for self-supervised visual exploration, in Proceedings of IEEE International Conference on Robotics and Automation (ICRA), Montreal, Canada, 20–24 May 2019. |
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Pietro Panzarasa
- G. Garas, I. Cingolani, V. Patel, P. Panzarasa, D. Alderson, A. Darzi, T. Athanasiou, Surgical innovation in the era of global surgery: a network analysis, Annals of Surgery, Vol. 271, No. 5, pp. 868-874, May 2020 - L. G. A. Alves, G. Mangioni, F. A. Rodrigues, P. Panzarasa, Y. Moreno, Unfolding the complexity of the global value chain: strength and entropy in the single-layer, multiplex, and multi-layer international trade networks, Entropy, Vol. 20, No.12, November 2018 - G. Garas, I. Cingolani, P. Panzarasa, A. Darzi, T. Athanasiou, Network analysis of surgical innovation: Measuring value and the virality of diffusion in robotic surgery, PlosOne, Vol. 12, No.8:e0183332, August 2017 |
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Ioannis Patras
- Y. Tao, Z. Ling, I. Patras, Universal foreground segmentation based on deep feature fusion network for multi-scene videos, IEEE Access, Vol. 7, pp. 158326-158337, October 2019 - G. Kordopatis-Zilos, S. Papadopoulos, I. Patras, I. Kompatsiaris, FIVR: Fine-Grained Incident Video Retrieval, IEEE Trans. on Multimedia, Vol. 21, No. 10, pp. 2638-2652, October 2019 - Y. Jang, H. Gunes, I. Patras, Registration-free face-SSD: Single shot analysis of smiles, facial attributes, and affect in the wild, Computer Vision and Image Understanding, Vol. 182, pp. 17-2, May 2019 |
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Stefan Poslad
- F. Luo, S. Poslad, E. Bodanese, Temporal convolutional networks for multi-person activity recognition using a 2D LIDAR, IEEE Internet of Things Journal, Vol. 7, No. 2, pp. 7432-7442, August 2020 - X. Zhang, C. Liu, S. Poslad, K. K. Chai, A provable semi-outsourcing privacy preserving scheme for data transmission from IoT devices IEEE Access, Vol. 7, pp. 87169-87177, June 2019 - Z. Ma, B. Wu, S. Poslad, A WiFi RSSI ranking fingerprint positioning system and its application to indoor activities of daily living recognition, International Journal of Distributed Sensor Networks, Vol. 15, No. 4, pp. 1550147719837916, April 2019 |
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Francesca Pugliese
- A. Ramasamy, R. Bajaj, F. A. Choudry, F. Pugliese, A. Baumbach, C. V. Bourantas, Intravascular ultrasound-guided management of ST-elevation myocardial infarction in a patient with lung cancer and myocardial metastasis, European Heart Journal, Vol. ehaa004, February 2020 A. Oleksiak, M. Kruk, F. Pugliese, M. Spiewak, B. Milosz-Wieczorek, M. Marczak, M. Demkow, C. Kepka, Regadenoson dynamic computed tomography myocardial perfusion using low-dose protocol for evaluation of the ischemic burden. ULYSSES study, Journal of Cardiovascular Computed Tomography, Vol. 14, No. 5, pp. 428-436, September-October 2020 - A. R. Patel, F. Bamberg, K. Branch, P. Carrascosa, M. Chen, R. C. Cury, B. Ghoshhajra, B. Ko, K. Nieman, F. Pugliese, J. Schoepf, R. Blankstein, Society of cardiovascular computed tomography expert consensus document on myocardial computed tomography perfusion imaging, Journal of Cardiovascular Computed Tomography, Vol. 14, No. 1, pp. 87-100, January 2020 |
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Matthew Purver
- M. Purver, J. Hough, C. Howes, Computational models of miscommunication phenomena, Topics in Cognitive Science, Vol. 10, pp. 425-451, March 2018 - S. McGregor, K. Agres, K. Rataj, M. Purver, G. Wiggins, Re-representing metaphor: modeling metaphor perception using dynamically contextual distributional semantics, Frontiers in Psychology, Vol. 10, pp. 765, April 2019 - P. Xiao, H. Toivonen, O. Gross, A. Cardoso, J. Correia, P. Machado, P. Martins, H. G. Oliveira, R. Sharma, A. M. Pinto, A. Díaz, V. Francisco, P. Gervas, R. Hervás, C. Leon, J. Forth, M. Purver, G. A. Wiggins, D. Miljkovic, V. Podpecan, S. Pollak, J. Kralj, M. Znidarsic, M. Bohanec, N. Lavrac, T. Urbancic, F. Van Der Velde, S. Battersby, Conceptual representations for computational concept creation, ACM Computing Surveys, Vol. 52, No. 1, February 2019 |
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Zhijin Qin
- Z. Qin, X. Zhou, L. Zhang, Y. Gao, Y. Liang, G. Y. Li, 20 years of evolution from cognitive to intelligent communications, IEEE Trans. on Cognitive Communications and Networking, Vol. 6, No. 1, pp. 6-20, March 2020 - Z. Qin, G. Y. Li, Pathway to intelligent radio, IEEE Wireless Communications, Vol. 27, No. 1, pp. 9-15, February 2020 - H. Shen, W. Yi, Z. Qin, Y. Liu, F. Li, A. Nallanathan, Coverage analysis of MmWave networks with cooperative NOMA systems, IEEE Communications Letters, Vol. 24, No. 7, pp. 1544-1547, July 2020 |
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Josh Reiss
- M. A. Martinez Ramirez, E. Benetos, J. D. Reiss, Deep learning for black-box modeling of audio effects, Applied Sciences, Vol. 10, No. 2, pp. 638, January 2020 - M. A. Martinez Ramirez, E. Benetos, J. D. Reiss, Modeling plate and spring reverberation using a DSP-informed deep neural network, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Barcelona, Spain, pp. 241-245, 4-8 May 2020 - W. Hu, T. Ma, Y. Wang, F. Xu, J. Reiss, TDCS: a new scheduling framework for real-time multimedia OS, International Journal of Parallel, Emergent and Distributed Systems, Vol. 35, No. 3, pp. 396-411, November 2018 |
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Fabrizio Smeraldi
- F. Smeraldi, F. Bianconi, A. Fernandez, E. Gonzalez, Partial order rank features in colour space, Applied Sciences, Vol 10, No 2, pp 449-511, January 2020 - R. Bello-Cerezo, F. Bianconi, F. Di Maria, P. Napoletano, F. Smeraldi, Comparative evaluation of hand-crafted image descriptors vs. off-the-shelf CNN-based features for colour texture classification under ideal and realistic conditions, Applied Sciences, Vol. 9, No 4, pp. 738-769, February 2019 - L. Theodorou, P. G. T. Healey, F. Smeraldi, Engaging with contemporary dance: what can body movements tell us about audience responses?, Frontiers in Psychology, Vol. 10, No. 71, February 2019 |
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Laurissa Tokarchuk
- L. Tokarchuk, X. Wang, S. Poslad, Piecing together the puzzle: Improving event content coverage for real-time sub-event detection using adaptive microblog crawling, PLoS ONE, Vol. 12, No. 11, pp. e0187401, November 2017. - H. Zaal, M. Baydoun, L. Marcenaro, L. Tokarchuk, C. S. Regazzoni, Abnormality detection using graph matching for multi-task dynamics of autonomous systems, IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Taipei, Taiwan, pp. 1-8, 18-21 September 2019 - N. P. Perez, L. Tokarchuk, E. Burdet, I. Farkhatdinov, Exploring user motor behaviour in bimanual interactive video games, IEEE Conference on Games (CoG), London, United Kingdom, pp. 1-7, 20-23 August 2019 |
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Steve Uhlig
- J. Wang, H. Qi, K. Li, S. Uhlig, Click-UP: Toward the software upgrade of click-based modular network function, IEEE Systems Journal, Vol. 15, No. 1, pp. 1160-1171, March 2021 - T. Yang, J. Jiang, P. Liu, Q. Huang, J. Gong, Y. Zhou, R. Miao, X. Li, S. Uhlig, Adaptive measurements using one elastic sketch, IEEE/ACM Transactions on Networking, Vol. 27, No. 6, pp. 2236-2251, December 2019 - T. Yang, H. Zhang, J. Li, J. Gong, S. Uhlig, S. Chen, X. Li, HeavyKeeper: an accurate algorithm for finding top- $k$ elephant flows, IEEE/ACM Transactions on Networking, Vol. 27, No. 5, pp. 1845-1858, October 2019 |
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Elisabetta Versace
- E. Versace, M. Caffini, Z. Werkhoven, B. L. de Bivort, Individual, but not population asymmetries, are modulated by social environment and genotype in Drosophila melanogaster, Scientific Reports, Vol. 10, No. 4480, March 2020 - E. Versace, M. Ragusa, G. Vallortigara, A transient time window for early predispositions in newborn chicks, Scientific Reports, Vol. 9, No. 18767, December 2019 - E. Versace, A. Martinho-Truswell, A. Kacelnik, G. Vallortigara, Priors in animal and artificial intelligence: where does learning begin?, Trends in cognitive sciences, Vol. 22, No. 11, pp. 963-965, November 2018. |
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Lin Wang
- S. Richoz, L. Wang, P. Birch, D. Roggen, Transportation mode recognition fusing wearable motion, sound and vision sensors, IEEE Sensors Journal, Vol. 20, No. 16, pp. 9314-9328, August 2020 - L. Wang and A. Cavallaro, Acoustic sensing from a multi-rotor drone, IEEE Sensors Journal, Vol. 18, No. 11, pp. 4570-4582, June 2018 - L. Wang and S. Doclo, Correlation maximization based sampling rate offset estimation for distributed microphone arrays, IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 24, No. 3, pp. 571-582, March 2016 |
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Qianni Zhang
- L. Xie, J. Tao, Q. Zhang, H. Zhou, CNN and KPCA-based automated feature extraction for real time driving pattern recognition, IEEE Access, Vol. 7, pp. 123765-123775, September 2019 - J. Li, Y. Wang, Q. Zhang, BEM-RCNN segmentation based on the inadequately labeled moving mesenchymal stem cells, International Conference on Image Analysis and Recognition (ICIAR), Waterloo, Canada, pp. 383-391, 27-29 August 2019 - Z. Xu, Q. Zhang, S. Cheng, Multilevel active registration for kinect human body scans: from low quality to high quality, Multimedia Systems, Vol. 24, pp. 257–270, 2018 |
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Arkaitz Zubiaga
- A. Zubiaga, A. Aker, K. Bontcheva, M. Liakata, R. Procter, Detection and resolution of rumours in social media: a survey, ACM Computing Surveys (CSUR), Vol. 51, No. 2, pp. 1-36, February 2018 - A. Zubiaga, A longitudinal assessment of the persistence of twitter datasets, Journal of the Association for Information Science and Technology, Vol. 69, pp. 974-984, May 2018 - A. Zubiaga, M. Liakata, R. Procter, G. W. S. Hoi, P. Tolmie, Analysing how people orient to and spread rumours in social media by looking at conversational threads, PloS one, Vol. 11, No. 3:e0150989, March 2016 |
