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Harel Rom's Projects

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“达观杯”文本智能处理挑战赛

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1d discontinuous galerkin fortran code integrated with a neural net

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This is the analysis code from de Gee JW, Knapen T & Donner TH. 2014. Decision-related pupil dilation reflects upcoming choice and individual bias. Proceedings of the National Academy of Sciences USA, 111(5), E618-E625.

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This is the analysis code from de Gee JW, Colizoli O, Kloosterman NA, Knapen T, Nieuwenhuis S & Donner TH. 2017. Dynamic modulation of decision biases by brainstem arousal systems. eLife.

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Source code and data of the paper entitled "iCYP-MFE: Identifying Human Cytochrome P450 Inhibitors using Multi-task Learning and Molecular Fingerprint-embedded Encoding"

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Source code and data of the paper entitled "Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers"

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G Pogoncheff, Z Hu, A Rokem, M Beyeler (2024). Explainable machine learning predictions of perceptual sensitivity for retinal prostheses. Journal of Neural Engineering

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Promotes development of ML algorithms for early detection and classification of undesirable events in offshore oil wells.

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Replication code for AAAI 2016 paper "Robust Text Classification in the Presence of Confounding Bias"

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Automatic Analysis of Patches / Análisis Automático de Parches

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An adaptive and altruistic PSO-based deep feature selection method for Pneumonia detection from Chest X-rays, published in Applied Soft Computing, Elsevier

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Adversarial Black box Explainer generating Latent Exemplars

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