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  • 2021

    Development of Inter-ethnic Harmony Search Algorithm Based on Inter-ethnic Reconciliation

    Jung, H. W., Choi, Y. H., Jung, D. & Kim, J. H., 2021, Lecture Notes on Data Engineering and Communications Technologies. Springer Science and Business Media Deutschland GmbH, p. 1-9 9 p. (Lecture Notes on Data Engineering and Communications Technologies; vol. 61).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 2020

    Assessing axonal degeneration in embryonic dorsal root ganglion neurons in vitro

    Shin, J. E. & Cho, Y., 2020, Methods in Molecular Biology. Humana Press Inc., p. 41-54 14 p. (Methods in Molecular Biology; vol. 2143).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Construction of Machine Learned Force Fields with Quantum Chemical Accuracy: Applications and Chemical Insights

    Sauceda, H. E., Chmiela, S., Poltavsky, I., Müller, K. R. & Tkatchenko, A., 2020, Lecture Notes in Physics. Springer, p. 277-307 31 p. (Lecture Notes in Physics; vol. 968).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    4 Citations (Scopus)
  • Interpretable Deep Neural Network to Predict Estrogen Receptor Status from Haematoxylin-Eosin Images

    Seegerer, P., Binder, A., Saitenmacher, R., Bockmayr, M., Alber, M., Jurmeister, P., Klauschen, F. & Müller, K. R., 2020, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer, p. 16-37 22 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12090 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    4 Citations (Scopus)
  • Introduction

    Schütt, K. T., Chmiela, S., von Lilienfeld, O. A., Tkatchenko, A., Tsuda, K. & Müller, K. R., 2020, Lecture Notes in Physics. Springer, p. 1-4 4 p. (Lecture Notes in Physics; vol. 968).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Kernel Methods for Quantum Chemistry

    Pronobis, W. & Müller, K. R., 2020, Lecture Notes in Physics. Springer, p. 25-36 12 p. (Lecture Notes in Physics; vol. 968).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Learning Representations of Molecules and Materials with Atomistic Neural Networks

    Schütt, K. T., Tkatchenko, A. & Müller, K. R., 2020, Lecture Notes in Physics. Springer, p. 215-230 16 p. (Lecture Notes in Physics; vol. 968).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    3 Citations (Scopus)
  • 2019

    Classification of cancer microscopic images via convolutional neural networks

    Khan, M. A. & Choo, J., 2019, Lecture Notes in Bioengineering. Springer, p. 141-147 7 p. (Lecture Notes in Bioengineering).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Citation (Scopus)
  • Explaining and Interpreting LSTMs

    Arras, L., Arjona-Medina, J., Widrich, M., Montavon, G., Gillhofer, M., Müller, K. R., Hochreiter, S. & Samek, W., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 211-238 28 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11700 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    10 Citations (Scopus)
  • Imaging and controlling light propagation deep within scattering media using a time-resolved reflection matrix

    Choi, Y., Kang, S. & Choi, W., 2019 Jan 1, Wavefront Shaping for Biomedical Imaging. Cambridge University Press, p. 1-26 26 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • IM-MS for Supramolecular Systems: Structures and Dynamics of Noncovalent Complexes From Solution to Gas Phase

    Choi, T. S., Seo, J. & Kim, H. I., 2019 Jan 1, Comprehensive Analytical Chemistry. Elsevier B.V., p. 197-236 40 p. (Comprehensive Analytical Chemistry; vol. 83).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Citation (Scopus)
  • Layer-Wise Relevance Propagation: An Overview

    Montavon, G., Binder, A., Lapuschkin, S., Samek, W. & Müller, K. R., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 193-209 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11700 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    60 Citations (Scopus)
  • Quantum-Chemical Insights from Interpretable Atomistic Neural Networks

    Schütt, K. T., Gastegger, M., Tkatchenko, A. & Müller, K. R., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 311-330 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11700 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    5 Citations (Scopus)
  • Soil organic carbon dynamics: Impact of land use changes and management practices: A review

    Ramesh, T., Bolan, N. S., Kirkham, M. B., Wijesekara, H., Kanchikerimath, M., Srinivasa Rao, C., Sandeep, S., Rinklebe, J., Ok, Y. S., Choudhury, B. U., Wang, H., Tang, C., Wang, X., Song, Z. & Freeman, O. W., 2019, Advances in Agronomy. Sparks, D. L. (ed.). Academic Press Inc., p. 1-107 107 p. (Advances in Agronomy; vol. 156).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    53 Citations (Scopus)
  • Sustainable sludge management by removing emerging contaminants from urban wastewater using carbon nanotubes

    Sarkar, B., Mandal, S., Tsang, Y. F., Vithanage, M., Biswas, J. K., Yi, H., Dou, X. & Ok, Y. S., 2019 Jan 1, Industrial and Municipal Sludge: Emerging Concerns and Scope for Resource Recovery. Elsevier, p. 553-571 19 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    7 Citations (Scopus)
  • Towards Explainable Artificial Intelligence

    Samek, W. & Müller, K. R., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 5-22 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11700 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    71 Citations (Scopus)
  • Understanding Patch-Based Learning of Video Data by Explaining Predictions

    Anders, C. J., Montavon, G., Samek, W. & Müller, K. R., 2019, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 297-309 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11700 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    6 Citations (Scopus)
  • 2018

    Biochar as an (im)mobilizing agent for the potentially toxic elements in contaminated soils

    Shaheen, S. M., El-Naggar, A., Wang, J., Hassan, N. E. E., Niazi, N. K., Wang, H., Tsang, D. C. W., Ok, Y. S., Bolan, N. & Rinklebe, J., 2018 Jan 1, Biochar from Biomass and Waste: Fundamentals and Applications. Elsevier, p. 255-274 20 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    24 Citations (Scopus)
  • CHAPTER 6: Thiol-epoxy and Amine-epoxy 'Click' Polymerizations

    Stuparu, M. C. & Khan, A., 2018, Mechanochemistry in Materials. Qin, A. & Tang, B. Z. (eds.). 30 ed. Royal Society of Chemistry, p. 191-206 16 p. (RSC Polymer Chemistry Series; vol. 2018-January, no. 30).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Citation (Scopus)
  • Mechanics of the cell nucleus

    Kim, D. H., Hah, J. & Wirtz, D., 2018, Advances in Experimental Medicine and Biology. Springer New York LLC, p. 41-55 15 p. (Advances in Experimental Medicine and Biology; vol. 1092).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    5 Citations (Scopus)
  • Redox-mediated biochar-contaminant interactions in soil

    Xu, Y., Yan, Y., Obadamudalige, N. L., Ok, Y. S., Bolan, N. & Li, Q., 2018 Jan 1, Biochar from Biomass and Waste: Fundamentals and Applications. Elsevier, p. 409-419 11 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    4 Citations (Scopus)
  • Very fast reactions and extreme conditions

    Kim, H. & Yoshida, J., 2018, Science of Synthesis. Georg Thieme Verlag, p. 223-242 20 p. (Science of Synthesis; vol. 5).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 2017

    An Introduction to Neural Networks and Deep Learning

    Suk, H. I., 2017 Jan 30, Deep Learning for Medical Image Analysis. Elsevier Inc., p. 3-24 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    23 Citations (Scopus)
  • Asia

    Rudolff, B., Battis, E., Mowla, Q. A., Miccoli, L., DiStefano, L. D., Lee, H. Y., Thakur, N., Tjahjono, G., Osanloo, H., Mualam, N., Alterman, R., Kawamura, E., Fakhoury, L. A., Abdrassilova, G., Tokmagambetov, Y. Y., El Asmar, J. P., Manfredini, M., Ahmad, Y., Hamzah, H., Benkari, N. & 10 others, Abedin, Z., Mohammed, M. S., Nati, R. V., Bautista, N. I., Makower, T., Ang, K., Dacarro, F., Noobanjong, K., Caratelli, P. & Hoa, N. M., 2017 Jan 1, Time Frames: Conservation Policies for Twentieth-Century Architectural Heritage. Taylor and Francis, p. 119-188 70 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Chemical characterization of mine sites

    Xiong, X., Tsang, D. C. W. & Ok, Y. S., 2017 Jan 1, Spoil to Soil: Mine Site Rehabilitation and Revegetation. CRC Press, p. 17-32 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Exploiting complex media for biomedical applications

    Choi, Y., Kim, M. & Choi, W., 2017 Jan 1, Handbook of Photonics for Biomedical Engineering. Springer Netherlands, p. 271-301 31 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Thermal conduction behavior of graphene and graphene-polymer composites

    Shahzad, F., Dildar Haider Naqvi, S. & Koo, C. M., 2017 Jan 1, Thermal Transport in Carbon-Based Nanomaterials. Elsevier Inc., p. 113-134 22 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Use of biowaste for mine site rehabilitation: A meta-analysis on soil carbon dynamics

    Wijesekara, H., Bolan, N. S., Colyvas, K., Seshadri, B., Ok, Y. S., Awad, Y. M., Xu, Y., Thangavel, R., Surapaneni, A., Saint, C. & Vithanage, M., 2017 Jan 1, Spoil to Soil: Mine Site Rehabilitation and Revegetation. CRC Press, p. 59-74 16 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Citation (Scopus)
  • 2016

    Biochemistry and function of methionine sulfoxide reductase

    Lee, B. C., 2016 Jan 1, Selenium: Its Molecular Biology and Role in Human Health, Fourth Edition. Springer International Publishing, p. 287-292 6 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

    2 Citations (Scopus)
  • Conclusion: The chinese school of IR as an intellectual project - a critical assessment

    Kim, H. J. & Zhang, Y., 2016 Jun 10, Constructing a Chinese School of International Relations: Ongoing Debates and Sociological Realities. Taylor and Francis, p. 210-223 14 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Numerical and experimental investigation on solid desiccant-assisted mobile air-conditioning system

    Lee, H. & Hwang, Y., 2016 Jan 1, Desiccant Heating, Ventilating, and Air-Conditioning Systems. Springer Singapore, p. 167-195 29 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 2015

    A hybrid of deep network and hidden markov model for MCI identification with resting-state fMRI

    Suk, H. I., Lee, S. W. & Shen, D., 2015, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Springer Verlag, p. 573-580 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9349).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    12 Citations (Scopus)
  • Parallel balanced team formation clustering based on mapreduce

    Kim, B. W., Kim, J. M., Lee, W. G. & Shon, J. G., 2015, Lecture Notes in Electrical Engineering. Springer Verlag, Vol. 373. p. 671-675 5 p. (Lecture Notes in Electrical Engineering; vol. 373).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    2 Citations (Scopus)
  • 2012

    Deep Boltzmann machines and the centering trick

    Montavon, G. & Müller, K. R., 2012, Neural Networks: Tricks of the Trade. Springer Verlag, p. 621-637 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7700 LECTURE NO).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    38 Citations (Scopus)
  • Preface to the second edition

    Montavon, G. & Müller, K. R., 2012, Neural Networks: Tricks of the Trade. Montavon, G., Muller, K-R., Orr, G. B. & Muller, K-R. (eds.). p. v-vii (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7700 LECTURE NO).

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Regularization techniques to improve generalization

    Müller, K. R., 2012, Neural Networks: Tricks of the Trade. Springer Verlag, p. 49-51 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7700 LECTURE NO).

    Research output: Chapter in Book/Report/Conference proceedingChapter

    1 Citation (Scopus)