publications

2024

1. Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness

   Ahmed Emam ,  Mohamed Farag ,  and  Ribana Roscher

   IEEE Geoscience and Remote Sensing Letters, 2024

   Bib

   @article{10433174,
     author = {Emam, Ahmed and Farag, Mohamed and Roscher, Ribana},
     journal = {IEEE Geoscience and Remote Sensing Letters},
     title = {Confident Naturalness Explanation (CNE): A Framework to Explain and Assess Patterns Forming Naturalness},
     year = {2024},
     volume = {},
     number = {},
     pages = {1-1},
     keywords = {Uncertainty;Measurement;Predictive models;Data models;Satellite images;Logistic regression;Land surface;Explainable machine learning;uncertainty quantification;remote sensing;pattern recognition;naturalness index},
     doi = {10.1109/LGRS.2024.3365196}
   }

2023

1. Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods

   Mohamed Farag ,  Jana Kierdorf ,  and  Ribana Roscher

   In 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) , 2023

   Bib

   @inproceedings{10350846,
     author = {Farag, Mohamed and Kierdorf, Jana and Roscher, Ribana},
     booktitle = {2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW)},
     title = {Inductive Conformal Prediction for Harvest-Readiness Classification of Cauliflower Plants: A Comparative Study of Uncertainty Quantification Methods},
     year = {2023},
     volume = {},
     number = {},
     pages = {651--659},
     keywords = {Smart agriculture;Adaptation models;Uncertainty;Monte Carlo methods;Computational modeling;Estimation;Machine learning;Deep Learning;Computer Vision;Uncertainty Quantification;Digital Agriculture},
     doi = {10.1109/ICCVW60793.2023.00072}
   }

1967

1. 

   Letters on wave mechanics

   Albert Einstein ,  Erwin Schrödinger ,  Max Planck , and 2 more authors

   1967

   Bib

   @book{przibram1967letters,
     title = {Letters on wave mechanics},
     author = {Einstein, Albert and Schrödinger, Erwin and Planck, Max and Lorentz, Hendrik Antoon and Przibram, Karl},
     year = {1967},
     publisher = {Vision},
   }

1935

1. PhysRev

   Can Quantum-Mechanical Description of Physical Reality Be Considered Complete?

   A. Einstein ,  B. Podolsky ,  and  N. Rosen

   Phys. Rev., May 1935

   Abs HTML PDF

   In a complete theory there is an element corresponding to each element of reality. A sufficient condition for the reality of a physical quantity is the possibility of predicting it with certainty, without disturbing the system. In quantum mechanics in the case of two physical quantities described by non-commuting operators, the knowledge of one precludes the knowledge of the other. Then either (1) the description of reality given by the wave function in quantum mechanics is not complete or (2) these two quantities cannot have simultaneous reality. Consideration of the problem of making predictions concerning a system on the basis of measurements made on another system that had previously interacted with it leads to the result that if (1) is false then (2) is also false. One is thus led to conclude that the description of reality as given by a wave function is not complete.

1905

1. Über die von der molekularkinetischen Theorie der Wärme geforderte Bewegung von in ruhenden Flüssigkeiten suspendierten Teilchen

   A. Einstein

   Annalen der physik, May 1905
2. Ann. Phys.

   Un the movement of small particles suspended in statiunary liquids required by the molecular-kinetic theory 0f heat

   A. Einstein

   Ann. Phys., May 1905
3. On the electrodynamics of moving bodies

   A. Einstein

   May 1905