DOT-Lab

Brackett-Rozinsky, Nevin, & Lemire, Daniel (In Press). Batched Ranged Random Integer Generation. Software: Practice and Experience. https://doi.org/10.1002/spe3369

Courcot, Blandine; Lemire, Daniel, & Bélanger, Nicolas (In Press). Dynamics of soil water potential as a function of stand types in a temperate forest: Emphasis on flash droughts. Geoderma Regional. https://doi.org/10.1016/j.geodrs.2024.e00850

Keiser, John, & Lemire, Daniel (2024). On-Demand JSON: A Better Way to Parse Documents?. Software: Practice and Experience, 54 (6). https://doi.org/10.1002/spe.3313

Godin, Robert, & Lemire, Daniel (2024). Programmation avec Python: des jeux au Web. . ISBN 979-8874122553

Lemire, Daniel; Mezghani, Neila; Boissières, Élodie; Godin, Robert; Louafi, Habib; Osei, Richmond; Shuraida, Shadi; Schmitt, Renée-Maria, & Vieru, Dragos (2024). La science des données: Théorie et applications avec R et Python. . ISBN 979-8-3257-7723-3

Miladi, Fatma; Psyché, Valéry, & Lemire, Daniel (In Press). Comparative Performance of GPT-4, RAG-Augmented GPT-4, and Students in MOOCs. In Workshop on Breaking Barriers with Generative Intelligence (BBGI). Springer.

Nizipli, Yagiz, & Lemire, Daniel (2024). Parsing Millions of URLs per Second. Software: Practice and Experience, 54 (5). https://doi.org/10.1002/spe.3296

Lemire, Daniel (2024). Exact Short Products From Truncated Multipliers. Computer Journal, 67 (4). https://doi.org/10.1093/comjnl/bxad077

Godin, Robert, & Lemire, Daniel (2024). Java pas à pas: Introduction à la programmation et au langage Java. . ISBN 979-8-8728-5037-3

Miladi, Fatma; Psyché, Valéry, & Lemire, Daniel (In Press). Leveraging GPT-4 for Accuracy in Education: A Comparative Study on Retrieval-Augmented Generation in MOOCs. In AIED 2024 - 25th International Conference on Artificial Intelligence in Education (LBR Track). New York City : Springer-Verlag, coll. « Communications in Computer and Information Science ».

Naimi, Safwen; Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (2024). 1D-Convolutional transformer for Parkinson disease diagnosis from gait. Neural Computing and Applications. https://doi.org/10.1007/s00521-023-09193-6

Nfissi, Alaa; Bouachir, Wassim; Bouguila, Nizar, & Mishara, Brian (In Press). Unlocking the Emotional States of High-Risk Suicide Callers through Speech Analysis. In Proceedings of the IEEE International Conference on Semantic Computing (IEEE ICSC 2024). IEEE.

Clausecker, Robert, & Lemire, Daniel (2023). Transcoding Unicode Characters with AVX-512 Instructions. Software: Practice and Experience, 53 (12). https://doi.org/10.1002/spe.3261

Jemaa, Hela; Bouachir, Wassim; Leblon, Brigitte; LaRocque, Armand; Haddadi, Ata, & Bouguila, Nizar (2023). UAV-Based Computer Vision System for Orchard Apple Tree Detection and Health Assessment. Remote Sensing, 15. https://doi.org/10.3390/rs15143558

Courcot, Blandine (2023). Suivi et modélisation du potentiel hydrique du sol dans un contexte de stress hydrique : le cas d’une érablière à bouleau jaune à la marge nordique de sa distribution (Notes de recherche du Laboratoire sur la science des données)..

Miladi, Fatma; Lemire, Daniel, & Psyché, Valéry (In Press). Learning Engagement and Peer Learning in MOOC: A Selective Systematic Review. In 19th International Conference on Intelligent Tutoring Systems.

Anwar, Noreen; Philippe, Duplessis-Guindon; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2023). VisiTherS: Visible-Thermal Infrared Stereo Disparity Estimation of Human Silhouette. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (p. 394-402).

Jemaa, Hela; Bouachir, Wassim; Leblon, Brigitte; LaRocque, Armand; Haddadi, Ata, & Bouguila, Nizar (2023). Tree health assessment from UAV images: Improving object detection and classification using hard negative mining and semi-supervised autoencoder. In 2023 20th Conference on Robots and Vision (CRV) (p. 312-319). IEEE. https://doi.org/10.1109/CRV60082.2023.00047

Mushtak, Noble, & Lemire, Daniel (2023). Fast Number Parsing Without Fallback. Software: Practice and Experience, 53 (7), 1467-1471. https://doi.org/10.1002/spe.3198

Naimi, Safwen; Bouachir, Wassim, & Bilodeau, Guillaume-Alexandre (In Press). HCT: Hybrid Convnet-Transformer for Parkinson’s disease detection and severity prediction from gait. In Proceedings of the 22nd IEEE International Conference on Machine Learning and Applications (ICMLA 2023). IEEE.

Naimi, Safwen; Koubaa, Olfa; Bouachir, Wassim; Bilodeau, Guillaume-Alexandre; Jeddore, Gregory; Baines, Patricia; Correia, David LP, & Arsenault, André (In Press). Automating lichen monitoring in ecological studies using instance segmentation of time-lapse images. In Proceedings of the 22nd IEEE International Conference on Machine Learning and Applications (ICMLA 2023). IEEE.

Nfissi, Alaa; Bouachir, Wassim; Bouguila, Nizar, & Mishara, Brian (In Press). Iterative Feature Boosting for Explainable Speech Emotion Recognition. In Proceedings of the 22nd IEEE International Conference on Machine Learning and Applications (ICMLA 2023). IEEE.

Zgaren, Ahmed; Bouachir, Wassim, & Bouguila, Nizar (2023). Automatic counting of planting microsites via local visual detection and global count estimation. IEEE Transactions on Emerging Topics in Computational Intelligence, 1-15. https://doi.org/10.1109/TETCI.2023.3272004

Zgaren, Ahmed; Bouachir, Wassim; Bouguila, Nizar, & Hammoud, Riad I. (2023). MoundCount: A Detection-Based Approach for Automatic Counting of Planting Microsites on UAV Images. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (p. 497-506).

Graf, Thomas Mueller, & Lemire, Daniel (2022). Binary Fuse Filters: Fast and Smaller Than Xor Filters. Journal of Experimental Algorithmics, 27. https://doi.org/10.1145/3510449

Nfissi, Alaa; Bouachir, Wassim; Bouguila, Nizar, & Mishara, Brian (2022). CNN-n-GRU: end-to-end speech emotion recognition from raw waveform signal using CNNs and gated recurrent unit networks. In Proceedings of the 21st IEEE International Conference on Machine Learning and Applications (ICMLA 2022). IEEE.

Nikougoftar Nategh, Majid; Zgaren, Ahmed; Bouachir, Wassim, & Bouguila, Nizar (2022). Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction. In 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA) (p. 375-381). IEEE. https://doi.org/10.1109/ICMLA55696.2022.00060

Lemire, Daniel, & Muła, Wojciech (2022). Transcoding Billions of Unicode Characters per Second with SIMD Instructions. Software: Practice and Experience, 52 (2).

Jemaa, Hela; Bouachir, Wassim; Leblon, Brigitte, & Bouguila, Nizar (2022). Computer vision system for detecting orchard trees from UAV images. In The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences. Copernicus GmbH. https://doi.org/10.5194/isprs-archives-XLIII-B4-2022-661-2022

Klarqvist, Marcus D. R.; Muła, Wojciech, & Lemire, Daniel (2021). Efficient Computation of Positional Population Counts Using SIMD Instructions. Concurrency and Computation: Practice and Experience, 33 (17). https://doi.org/10.1002/cpe.6304

Lemire, Daniel (2021). Unicode at Gigabytes per Second. In Lecroq, Thierry, & Touzet, Hélène (Ed.), SPIRE 2021: String Processing and Information Retrieval. https://doi.org/10.1007/978-3-030-86692-1_2

Lemire, Daniel; Bartlett, Colin, & Kaser, Owen (2021). Integer Division by Constants: Optimal Bounds. Heliyon, 7 (6). https://doi.org/10.1016/j.heliyon.2021.e07442

Keiser, John, & Lemire, Daniel (2021). Validating UTF-8 In Less Than One Instruction Per Byte. Software: Practice and Experience, 51 (5), 950-964. https://doi.org/10.1002/spe.2920

Lemire, Daniel (2021). Number Parsing at a Gigabyte per Second. Software: Practice and Experience, 51 (8). https://doi.org/10.1002/spe.2984

Houle, Daniel; Marty, Charles; Gagnon, Christian; Bilodeau-Gauthier, Simon, & Bélanger, Nicolas (2021). Is the past history of acidic deposition in eastern Canada reflected in sugar maple's tree rings 87Sr/86Sr, Sr and Ca concentrations?. Applied Geochemistry, 125, 104860. https://doi.org/10.1016/j.apgeochem.2020.104860

Li, Zhenxi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2021). Multiple Convolutional Features in Siamese Networks for Object Tracking. Machine Vision and Applications, 32 (3), 59.

Fontana, Mario; Collin, Alexandre; Couchesne, Francois; Labrecque, Michel, & Bélanger, Nicolas (2020). Root System Architecture of Salix miyabeana “SX67” and Relationships with Aboveground Biomass Yields. Bioenergy Research, 13 (1), 183-196. https://doi.org/10.1007/s12155-019-10062-1

Lévesque, Ann; Bélanger, Nicolas; Poder, Thomas G.; Filotas,, Élise, & Dupras, Jérôme (2020). From white to green gold: Digging into public expectations and preferences for ecological restoration of asbestos mines in southeastern Quebec, Canada. The Extractive Industries and Society, 7 (4), 1411-1423. https://doi.org/10.1016/j.exis.2020.10.006

Ihou, Koffi Eddy; Bouguila, Nizar, & Bouachir, Wassim (2020). Efficient integration of generative topic models into discriminative classifiers using robust probabilistic kernels. Pattern Analysis and Applications. https://doi.org/10.1007/s10044-020-00917-1

Emilson, Caroline E.; Bélanger, Nicolas; Brais, Suzanne; Chisholm, Colin E.; Diochon, Amanda; Joseph, Ruth; Markam, John; Morris, Dave; Van Rees, Ken; Rutherford, Michael; Venier, Lisa A., & Hazlett, Paul W. (2020). Short-term growth response of jack pine and spruce spp. to wood ash amendment across Canada. Global Change Biology Bioenergy, 12 (2), 158-167. https://doi.org/10.1111/gcbb.12661

Charron, Guillaume; Robichaud-Courteau, Thomas; La Vigne, Hughes; Weintraub, Samantha; Hill, Andy; Justice, Douglas; Bélanger, Nicolas, & Lussier Desbiens, Alexis (2020). The Deleaves: A UAV device for efficient tree canopy sampling. Journal of Unmanned Vehicle Systems. Journal of Unmanned Vehicle Systems, 8 (3), 245-264. https://doi.org/10.1139/juvs-2020-0005

El Maachi, Imanne; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (2020). Deep 1D-Convnet for accurate Parkinson disease detection and severity prediction from gait. Expert Systems with Applications, 143. https://doi.org/10.1016/j.eswa.2019.113075

Graf, Thomas Mueller, & Lemire, Daniel (2020). Xor Filters: Faster and Smaller Than Bloom and Cuckoo Filters. Journal of Experimental Algorithmics, 25 (1). https://doi.org/10.1145/3376122

Muła, Wojciech, & Lemire, Daniel (2020). Base64 encoding and decoding at almost the speed of a memory copy. Software: Practice and Experience, 50 (2), 89-97. https://doi.org/10.1002/spe.2777

Correia, David LP; Bouachir, Wassim; Gervais, David; Pureswaran, Deepa; Kneeshaw, Daniel D, & De Grandpré, Louis (2020). Leveraging Artificial Intelligence for Large-Scale Plant Phenology Studies From Noisy Time-Lapse Images. IEEE Access, 8, 13151 - 13160. https://doi.org/10.1109/ACCESS.2020.2965462

Dimitri Nguyen, Duc Minh; Miah, Mehdi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (In Press). Transformers for 1D signals in Parkinson’s disease detection from gait. In Proceedings of the 26th International Conference on Pattern Recognition (ICPR 2022). IEEE.

Li, Zhenxi; Bilodeau, Guillaume-Alexandre, & Bouachir, Wassim (In Press). MFST: Multi-Features Siamese Tracker. In Proceedings of the 25th International Conference on Pattern Recognition (ICPR). IEEE.

Zgaren, Ahmed; Bouachir, Wassim, & Ksantini, Riadh (2020). Coarse-to-Fine Object Tracking Using Deep Features and Correlation filters. In Advances in Visual Computing : 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings. Cham, Suisse : Springer, coll. « Lecture Notes in Computer Science », vol. 12509. https://doi.org/10.1007/978-3-030-64556-4_40

Bélanger, Nicolas; Collin, Alexandre; Ricard-Piché, Jacinthe; Kembel, Steven W., & Rivest, David (2019). Microsite conditions influence leaf litter decomposition in sugar maple bioclimatic domain of Quebec. Biogeochemistry, 145 (1-2), 107-126. https://doi.org/10.1007/s10533-019-00594-1

Langdale, Geoff, & Lemire, Daniel (2019). Parsing Gigabytes of JSON per Second. VLDB Journal, 28 (6). https://doi.org/10.1007/s00778-019-00578-5

Fontana, Mario; Labrecque, Michel; Messier, Christian, & Bélanger, Nicolas (2018). Permanent site characteristics exert a larger influence than atmospheric conditions on leaf mass, foliar nutrients and ultimately aboveground biomass productivity of Salix miyabeana ‘SX67’. Forest Ecology and Management, 427 (1), 423-433. https://doi.org/10.1016/j.foreco.2018.02.005

Amichev, Beyhan Y.; Volk, Timothy A.; Hangs, Ryan D.; Bélanger, Nicolas; Vujanovic, Vladimir, & Van Rees, Ken C.J. (2018). Growth, Survival, and Yields of 30 Short-Rotation Willow Cultivars on the Canadian Prairies: 2nd Rotation Implications. New Forests, 49 (5), 649-665. https://doi.org/10.1007/s11056-018-9650-8

Kimmig, Sara R.; Holmden, Chris, & Bélanger, Nicolas (2018). Biogeochemical cycling of Mg and its isotopes in a sugar maple forest in Québec. Geochimica et Cosmochimica Acta, 230 (1), 60-82. https://doi.org/10.1016/j.gca.2018.03.020

Perreault, Lili; Brais, Suzanne; Bélanger, Nicolas, & Quideau, Sylvie (2017). Soil and seedling response to dehydrated septic tank sludge versus forest floor additions at a disturbed site. Canadian Journal of Soil Science, 98 (1), 114-127. https://doi.org/10.1139/CJSS-2017-0073