Research Output

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Conference contribution
2019

Active Learning for Efficient Audio Annotation and Classification with a Large Amount of Unlabeled Data

Wang, Y., Mendez Mendez, A. E., Cartwright, M. & Bello, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 880-884 5 p. 8683063. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A large-scale study about quality and reproducibility of jupyter notebooks

Pimentel, J. F., Murta, L., Braganholo, V. & Freire, J., May 1 2019, Proceedings - 2019 IEEE/ACM 16th International Conference on Mining Software Repositories, MSR 2019. IEEE Computer Society, p. 507-517 11 p. 8816763. (IEEE International Working Conference on Mining Software Repositories; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

AMASS: Advanced manufacturing for the assembly of structural steel

Schultz, A. E., Le, J. L., Shemshadian, M. E., Labbane, R., Laefer, D., Al-Sabah, S., Truong-Hong, L., Huynh, M., McGetrick, P., Martin, T. & Matis, P., Jan 1 2019, ISEC 2019 - 10th International Structural Engineering and Construction Conference. Ozevin, D., Ataei, H., Gurgun, A. P., Modares, M., Yazdani, S. & Singh, A. (eds.). ISEC Press, (ISEC 2019 - 10th International Structural Engineering and Construction Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

AMASS: Advanced manufacturing for the assembly of structural steel

Schultz, A. E., Le, J. L., Shemshadian, M. E., Labbane, R., Laefer, D. F., Al-Sabah, S., Truong-Hong, L., Huynh, M., McGetrick, P., Martin, T. & Matis, P., Jan 1 2019, ISEC 2019 - 10th International Structural Engineering and Construction Conference. Ozevin, D., Ataei, H., Modares, M., Gurgun, A. P., Yazdani, S. & Singh, A. (eds.). ISEC Press, (ISEC 2019 - 10th International Structural Engineering and Construction Conference).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A Music Structure Informed Downbeat Tracking System Using Skip-chain Conditional Random Fields and Deep Learning

Fuentes, M., McFee, B., Crayencour, H. C., Essid, S. & Bello, J. P., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 481-485 5 p. 8682870. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A topic-agnostic approach for identifying fake news pages

Castelo, S., Santos, A., Almeida, T., Pham, K., Freire, J., Elghafari, A. & Nakamura, E., May 13 2019, The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 975-980 6 p. (The Web Conference 2019 - Companion of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Bootstrapping domain-specific content discovery on the web

Pham, K., Santos, A. & Freire, J., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 1476-1486 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crowdsourcing Multi-label Audio Annotation Tasks with Citizen Scientists

Cartwright, M., Dove, G., Méndez, A. E. M., Bello, J. & Nov, O., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data debugging and exploration with vizier

Brachmann, M., Bautista, C., Castelo, S., Feng, S., Freire, J., Glavic, B., Kennedy, O., Müller, H., Rampin, R., Spoth, W. & Yang, Y., Jun 25 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1877-1880 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Debugging machine learning pipelines

Lourenço, R., Freire, J. & Shasha, D., Jun 30 2019, Proceedings of the 3rd Workshop on Data Management for End-To-End Machine Learning, DEEM 2019 - In conjunction with the 2019 ACM SIGMOD/PODS Conference. Association for Computing Machinery, 3329489. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep geometric prior for surface reconstruction

Williams, F., Schneider, T., Silva, C., Zorin, D., Bruna, J. & Panozzo, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 10122-10131 10 p. 8954349. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

EdgeL3: Compressing L3-Net for mote scale urban noise monitoring

Kumari, S., Roy, D., Cartwright, M., Bello, J. & Arora, A., May 1 2019, Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019. Institute of Electrical and Electronics Engineers Inc., p. 877-884 8 p. 8778418. (Proceedings - 2019 IEEE 33rd International Parallel and Distributed Processing Symposium Workshops, IPDPSW 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Efficient LiDAR point cloud data encoding for scalable data management within the Hadoop eco-system

Vo, A. V., Hewage, C. N. L., Russo, G., Chauhan, N., Laefer, D. F., Bertolotto, M., Le-Khac, N. A. & Oftendinger, U., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 5644-5653 10 p. 9006044. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

HistoryTracker: Minimizing human interactions in baseball game annotation

Ono, J. P., Gjoka, A., Salamon, J., Dietrich, C. & Silva, C., May 2 2019, CHI 2019 - Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Intermeshing: A new concept for rapid steel erection

Al-Sabah, S., Laefer, D. F. & Truong-Hong, L., Jan 1 2019, 20th Congress of IABSE, New York City 2019: The Evolving Metropolis - Report. International Association for Bridge and Structural Engineering (IABSE), p. 187-194 8 p. (20th Congress of IABSE, New York City 2019: The Evolving Metropolis - Report).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Look, Listen, and Learn More: Design Choices for Deep Audio Embeddings

Cramer, J., Wu, H. H., Salamon, J. & Bello, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3852-3856 5 p. 8682475. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Machine-crowd-expert model for increasing user engagement and annotation quality

Méndez, A. E. M., Cartwright, M. & Bello, J., May 2 2019, CHI EA 2019 - Extended Abstracts of the 2019 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 3313054. (Conference on Human Factors in Computing Systems - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neural Music Synthesis for Flexible Timbre Control

Kim, J. W., Bittner, R., Kumar, A. & Bello, J., May 1 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 176-180 5 p. 8683596. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Outlier detection of point clouds generating from low-cost UAVs for bridge inspection

Chen, S., Truong-Hong, L. C., O’Keeffe, E., Laefer, D. F. & Mangina, E., Jan 1 2019, Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018. Frangopol, D. M., Caspeele, R. & Taerwe, L. (eds.). CRC Press/Balkema, p. 1969-1975 7 p. (Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision - Proceedings of the 6th International Symposium on Life-Cycle Civil Engineering, IALCCE 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Quantifying the Presence of Graffiti in Urban Environments

Tokuda, E. K., Cesar, R. M. & Silva, C., Apr 1 2019, 2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8679113. (2019 IEEE International Conference on Big Data and Smart Computing, BigComp 2019 - Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tricycle: Audio representation learning from sensor network data using self-supervision

Cartwright, M., Cramer, J., Salamon, J. & Bello, J. P., Oct 2019, 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, WASPAA 2019. Institute of Electrical and Electronics Engineers Inc., p. 278-282 5 p. 8937265. (IEEE Workshop on Applications of Signal Processing to Audio and Acoustics; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Understanding Spatio-Temporal Urban Processes

Rocha, L. M. A., Bessa, A., Chirigati, F., Ofriel, E., Moro, M. M. & Freire, J., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 563-572 10 p. 9006289. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Validating the Use of Wi-Fi Signals to Estimate Hyperlocal Urban Populations

Johnson, N. E., Mandiola, P., Blankinship, C., Bonczak, B. & Kontokosta, C. E., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1650-1655 6 p. 9006517. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Visus: An interactive system for automatic machine learning model building and curation

Santos, A., Castelo, S., Felix, C., Ono, J. P., Yu, B., Hong, S., Silva, C., Bertini, E. & Freire, J., Jul 5 2019, Proceedings of the Workshop on Human-In-the-Loop Data Analytics, HILDA 2019. Association for Computing Machinery, a6. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access

Voice Anonymization in Urban Sound Recordings

Cohen-Hadria, A., Cartwright, M., McFee, B. & Bello, J. P., Oct 2019, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing, MLSP 2019. IEEE Computer Society, 8918913. (IEEE International Workshop on Machine Learning for Signal Processing, MLSP; vol. 2019-October).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2018

Analysis of common design choices in deep learning systems for downbeat tracking

Fuentes, M., McFee, B., Crayencour, H. C., Essid, S. & Bello, J., Jan 1 2018, Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018. Benetos, E., Gomez, E., Hu, X. & Humphrey, E. (eds.). International Society for Music Information Retrieval, p. 106-112 7 p. (Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

A novel semi-supervised detection approach with weak annotation

Tokuda, E. K., Ferreira, G. B. A., Silva, C. & Cesar, R. M., Sep 21 2018, 2018 IEEE Southwest Symposium on Image Analysis and Interpretation, SSIAI 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 129-132 4 p. 8470307

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Birdvox-Full-Night: A Dataset and Benchmark for Avian Flight Call Detection

Lostanlen, V., Salamon, J., Farnsworth, A., Kelling, S. & Bello, J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 266-270 5 p. 8461410

Research output: Chapter in Book/Report/Conference proceedingConference contribution

CityGram one: Seven years later

Park, T. & Yoo, M., Jan 1 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 164-168 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Crepe: A Convolutional Representation for Pitch Estimation

Kim, J. W., Salamon, J., Li, P. & Bello, J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 161-165 5 p. 8461329

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data visualization and analysis for stage monitoring systems

Stillwell, A. & Park, T., Jan 1 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 309-315 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Geo-tagged social media data as a proxy for urban mobility

Qian, C., Kats, P., Malinchik, S., Hoffman, M., Kettler, B., Kontokosta, C. & Sobolevsky, S., 2018, Advances in Cross-Cultural Decision Making - Proceedings of the AHFE 2017 International Conference on Cross-Cultural Decision Making, 2017. Springer Verlag, Vol. 610. p. 29-40 12 p. (Advances in Intelligent Systems and Computing; vol. 610).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Guitarset: A dataset for guitar transcription

Xi, Q., Bittner, R. M., Pauwels, J., Ye, X. & Bello, J., Jan 1 2018, Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018. Benetos, E., Gomez, E., Hu, X. & Humphrey, E. (eds.). International Society for Music Information Retrieval, p. 453-460 8 p. (Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Interactive visual exploration of spatio-temporal urban data sets using urbane

Doraiswamy, H., Zacharatou, E. T., Miranda, F., Lage, M., Ailamaki, A., Silva, C. & Freire, J., May 27 2018, SIGMOD 2018 - Proceedings of the 2018 International Conference on Management of Data. Association for Computing Machinery, p. 1693-1696 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Investigating the Effect of Sound-Event Loudness on Crowdsourced Audio Annotations

Cartwright, M., Salamon, J., Seals, A., Nov, O. & Bello, J., Sep 10 2018, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-April. p. 341-345 5 p. 8461833

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Learning to discover domain-specific web content

Pham, K., Santos, A. & Freire, J., Feb 2 2018, WSDM 2018 - Proceedings of the 11th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, Vol. 2018-Febuary. p. 432-440 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Lessons learned with laser scanning point cloud management in Hadoop HBase

Vo, A. V., Konda, N., Chauhan, N., Aljumaily, H. & Laefer, D., Jan 1 2018, Advanced Computing Strategies for Engineering - 25th EG-ICE International Workshop 2018, Proceedings. Springer-Verlag, p. 231-253 23 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10863 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Motion Sequence Alignment for A Kinect-Based In-Home Exercise System for Lymphatic Health and Lymphedema Intervention

Chiang, A. T., Chen, Q., Wang, Y. & Fu, M., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., Vol. 2018-July. p. 2072-2075 4 p. 8512635

Research output: Chapter in Book/Report/Conference proceedingConference contribution

The Electro-Acoustic Music Mine (EAMM): An initiative for the archival preservation of electro-acoustic music

Park, T. & Underwood, K., Jan 1 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 138-141 4 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Urban radiation sensing and modeling

Ghandehari, M., Emig, T. & Aghamohamadnia, M., Oct 31 2018, 2018 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1684-1687 4 p. 8517292. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2018-July).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Urban soundscape: Analyzing spatiotemporal patterns of acoustic events and soundscape components, and its influence on the socio-economic status of New York City neighborhoods

Faruqi, S. A. S. S. & Park, T., Jan 1 2018, ICMC 2018 - Proceedings of the 2018 International Computer Music Conference. International Computer Music Association, p. 156-163 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2017

A Hierarchical Network Simplification via Non-Negative Matrix Factorization

Dias, M. D., Mansour, M. R., Dias, F., Petronetto, F., Silva, C. & Nonato, L. G., Nov 3 2017, Proceedings - 30th Conference on Graphics, Patterns and Images, SIBGRAPI 2017. Institute of Electrical and Electronics Engineers Inc., p. 119-126 8 p. 8097302

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Analyzing the drivers of pedestrian activity at high spatial resolution

Lai, Y. & Kontokosta, C., Jan 1 2017, International Conference on Sustainable Infrastructure 2017: Methodology - Proceedings of the International Conference on Sustainable Infrastructure 2017. American Society of Civil Engineers (ASCE), p. 303-314 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

An analysis/synthesis framework for automatic f0 annotation of multitrack datasets

Salamon, J., Bittner, R. M., Bonada, J., Bosch, J. J., Gómez, E. & Bello, J., Jan 1 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Duan, Z., Turnbull, D., Hu, X. & Cunningham, S. J. (eds.). International Society for Music Information Retrieval, p. 71-78 8 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Data visualization tool for monitoring transit operation and performance

Kurkcu, A., Miranda, F., Ozbay, K. & Silva, C., Aug 8 2017, 5th IEEE International Conference on Models and Technologies for Intelligent Transportation Systems, MT-ITS 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 598-603 6 p. 8005584

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Deep salience representations for F0 estimation in polyphonic music

Bittner, R. M., McFee, B., Salamon, J., Li, P. & Bello, J., Jan 1 2017, Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017. Duan, Z., Turnbull, D., Hu, X. & Cunningham, S. J. (eds.). International Society for Music Information Retrieval, p. 63-70 8 p. (Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Denoising of joint tracking data by kinect sensors using clustered Gaussian process regression

Chiang, A. T., Chen, Q., Li, S., Wang, Y. & Fu, M., Oct 23 2017, MMHealth 2017 - Proceedings of the 2nd International Workshop on Multimedia for Personal Health and Health Care, co-located with MM 2017. Association for Computing Machinery, Inc, p. 19-25 7 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Expansion through the machine: A com-position for harmonica and wearable

Hickman, O. & Park, T., Jan 1 2017, 2017 ICMC/EMW - 43rd International Computer Music Conference and the 6th International Electronic Music Week. Shanghai Conservatory of Music, p. 357-361 5 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fast music and audio processing using the Julia language

Kim, J. W., Russell, S. & Bello, J., 2017, Proceedings of the 2017 AES International Conference: Semantic Audio. Audio Engineering Society, Vol. 22-24-June-2017. p. 84-91 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Financing sustainable infrastructure: Reconciling disaster and traditional financial resources

Zimmerman, R., Jan 1 2017, International Conference on Sustainable Infrastructure 2017: Policy, Finance, and Education - Proceedings of the International Conference on Sustainable Infrastructure 2017. American Society of Civil Engineers (ASCE), p. 176-187 12 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution