Adnan Yazici

2024

BF-BigGraph: An efficient subgraph isomorphism approach using machine learning for big graph databases

Yazici, A. & Taşkomaz, E., Sept 2024, In: Information Systems. 124, 102401.

Research output: Contribution to journal › Article › peer-review

EAV: EEG-Audio-Video Dataset for Emotion Recognition in Conversational Contexts

Lee, M. H., Shomanov, A., Begim, B., Kabidenova, Z., Nyssanbay, A., Yazici, A. & Lee, S. W., Dec 2024, In: Scientific Data. 11, 1, 1026.

Research output: Contribution to journal › Article › peer-review

Open Access

GLULA: Linear attention-based model for efficient human activity recognition from wearable sensors

Yessenbayeva, A. & Yazici, A., Apr 5 2024, In: Wearable Technologies. 5, 24 p.

Research output: Contribution to journal › Article › peer-review

Open Access

Semantic deep learning and adaptive clustering for handling multimodal multimedia information retrieval

Sattari, S. & Yazici, A., 2024, (Accepted/In press) In: Multimedia Tools and Applications.

Research output: Contribution to journal › Article › peer-review

2023

A smart e-health framework for monitoring the health of the elderly and disabled

Yazici, A., Zhumabekova, D., Nurakhmetova, A., Yergaliyev, Z., Yatbaz, H. Y., Makisheva, Z., Lewis, M. & Ever, E., Dec 2023, In: Internet of Things (Netherlands). 24, 100971.

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Designing Efficient and Lightweight Deep Learning Models for Healthcare Analysis

Baltabay, M., Yazici, A., Sterling, M. & Ever, E., 2023, (Accepted/In press) In: Neural Processing Letters.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

FSOLAP: A fuzzy logic-based spatial OLAP framework for effective predictive analytics

Keskin, S. & Yazıcı, A., Mar 1 2023, In: Expert Systems with Applications. 213, 118961.

Research output: Contribution to journal › Article › peer-review

4 Citations (Scopus)

MM-FOOD: a high-dimensional index structure for efficiently querying content and concept of multimedia data

Yazici, A., Jan 5 2023, In: Journal of Intelligent and Fuzzy Systems. 44, 1, p. 251 282 p., 31.

Research output: Contribution to journal › Article › peer-review

Open Access

Using BERT models for breast cancer diagnosis from Turkish radiology reports

Uskaner Hepsağ, P., Özel, S. A., Dalcı, K. & Yazıcı, A., 2023, (Accepted/In press) In: Language Resources and Evaluation.

Research output: Contribution to journal › Article › peer-review

2022

An Effective Forest Fire Detection Framework Using Heterogeneous Wireless Multimedia Sensor Networks

Kizilkaya, B., Ever, E., Yatbaz, H. Y. & Yazici, A., May 2022, In: ACM Transactions on Multimedia Computing, Communications and Applications. 18, 2, 47.

Research output: Contribution to journal › Article › peer-review

42 Citations (Scopus)

Hand-crafted versus learned representations for audio event detection

Küçükbay, S. E., Yazıcı, A. & Kalkan, S., 2022, (Accepted/In press) In: Multimedia Tools and Applications.

Research output: Contribution to journal › Article › peer-review

HyGraph: a subgraph isomorphism algorithm for efficiently querying big graph databases

Asiler, M., Yazıcı, A. & George, R., Dec 2022, In: Journal of Big Data. 9, 1, 40.

Research output: Contribution to journal › Article › peer-review

Open Access

2 Citations (Scopus)

MM-FOOD: a high-dimensional index structure for efficiently querying content and concept of multimedia data: High-dimensional indexing, multimedia data retrieval, fuzzy querying, multidimensional scaling

Yazici, A., Sept 12 2022, (E-pub ahead of print) In: Journal of Intelligent and Fuzzy Systems. p. 1 32 p., 10.3233/JIFS-220673.

Research output: Contribution to journal › Article › peer-review

Modeling and Querying Fuzzy SOLAP-Based Framework

Keskin, S. & Yazıcı, A., Mar 2022, In: ISPRS International Journal of Geo-Information. 11, 3, 191.

Research output: Contribution to journal › Article › peer-review

Open Access

3 Citations (Scopus)

2021

Activity Recognition and Anomaly Detection in E-Health Applications Using Color-Coded Representation and Lightweight CNN Architectures

Yatbaz, H. Y., Ever, E. & Yazici, A., 2021, (Accepted/In press) In: IEEE Sensors Journal. 21, 13, p. 14191-14202 12 p., 9360822.

Research output: Contribution to journal › Article › peer-review

15 Citations (Scopus)

A new framework of multi-objective evolutionary algorithms for feature selection and multi-label classification of video data

Karagoz, G. N., Yazici, A., Dokeroglu, T. & Cosar, A., Jan 2021, In: International Journal of Machine Learning and Cybernetics. 12, 1, p. 53-71 19 p.

Research output: Contribution to journal › Article › peer-review

25 Citations (Scopus)

Energy-efficient and fault-tolerant drone-BS placement in heterogeneous wireless sensor networks

Deniz, F., Bagci, H., Korpeoglu, I. & Yazıcı, A., Jan 2021, In: Wireless Networks. 27, 1, p. 825-838 14 p.

Research output: Contribution to journal › Article › peer-review

14 Citations (Scopus)

Increasing energy efficiency of rule-based fuzzy clustering algorithms using CLONALG-M for wireless sensor networks

Sert, S. A. & Yazici, A., Sept 2021, In: Applied Soft Computing. 109, 107510.

Research output: Contribution to journal › Article › peer-review

50 Citations (Scopus)

2020

Analysis of multiobjective algorithms for the classification of multi-label video datasets

Karagoz, G. N., Yazici, A., Dokeroglu, T. & Cosar, A., 2020, In: IEEE Access. 8, p. 163937-163952 16 p.

Research output: Contribution to journal › Article › peer-review

Open Access

5 Citations (Scopus)

Performance evaluation of hybrid disaster recovery framework with D2D communications

Ever, E., Gemikonakli, E., Nguyen, H. X., Al-Turjman, F. & Yazici, A., Feb 15 2020, In: Computer Communications. 152, p. 81-92 12 p.

Research output: Contribution to journal › Article › peer-review

24 Citations (Scopus)

Speech emotion recognition with deep convolutional neural networks

Issa, D., Fatih Demirci, M. & Yazici, A., May 2020, In: Biomedical Signal Processing and Control. 59, 101894.

Research output: Contribution to journal › Article › peer-review

373 Citations (Scopus)

2019

A Fusion-based framework for wireless multimedia sensor networks in surveillance applications

Yazici, A., Koyuncu, M., Sert, S. A. & Yilmaz, T., Jan 1 2019, In: IEEE Access. 7, p. 88418-88434 17 p., 8752358.

Research output: Contribution to journal › Article › peer-review

Open Access

35 Citations (Scopus)

Multilevel Object Tracking in Wireless Multimedia Sensor Networks for Surveillance Applications Using Graph-Based Big Data

Kucukkececi, C. & Yazici, A., Jan 1 2019, In: IEEE Access. 7, p. 67818-67832 15 p., 8721634.

Research output: Contribution to journal › Article › peer-review

Open Access

19 Citations (Scopus)

Visual and auditory data fusion for energy-efficient and improved object recognition in wireless multimedia sensor networks

Koyuncu, M., Yazici, A., Civelek, M., Cosar, A. & Sert, M., Mar 1 2019, In: IEEE Sensors Journal. 19, 5, p. 1839-1849 11 p., 8565958.

Research output: Contribution to journal › Article › peer-review

36 Citations (Scopus)

2018

An intelligent multimedia information system for multimodal content extraction and querying

Yazici, A., Koyuncu, M., Yilmaz, T., Sattari, S., Sert, M. & Gulen, E., Jan 1 2018, In: Multimedia Tools and Applications. 77, 2, p. 2225-2260 36 p.

Research output: Contribution to journal › Article › peer-review

12 Citations (Scopus)

A Two-Tier Distributed Fuzzy Logic Based Protocol for Efficient Data Aggregation in Multihop Wireless Sensor Networks

Sert, S. A., Alchihabi, A. & Yazici, A., Dec 1 2018, In: IEEE Transactions on Fuzzy Systems. 26, 6, p. 3615-3629 15 p., 8368142.

Research output: Contribution to journal › Article › peer-review

104 Citations (Scopus)

Big Data Model Simulation on a Graph Database for Surveillance in Wireless Multimedia Sensor Networks

Küçükkeçeci, C. & Yazıcı, A., Mar 1 2018, In: Big Data Research. 11, p. 33-43 11 p.

Research output: Contribution to journal › Article › peer-review

18 Citations (Scopus)

Multimodal query-level fusion for efficient multimedia information retrieval

Sattari, S. & Yazici, A., Oct 1 2018, In: International Journal of Intelligent Systems. 33, 10, p. 2019-2037 19 p.

Research output: Contribution to journal › Article › peer-review

8 Citations (Scopus)

Secure Wireless Powered and Cooperative Jamming D2D Communications

Chu, Z., Nguyen, H. X., Le, T. A., Karamanoglu, M., Ever, E. & Yazici, A., Mar 2018, In: IEEE Transactions on Green Communications and Networking. 2, 1, p. 1-13 13 p.

Research output: Contribution to journal › Article › peer-review

40 Citations (Scopus)

2017

Automated Moving Object Classification in Wireless Multimedia Sensor Networks

Civelek, M. & Yazici, A., Feb 15 2017, In: IEEE Sensors Journal. 17, 4, p. 1116-1131 16 p., 7782306.

Research output: Contribution to journal › Article › peer-review

28 Citations (Scopus)

Object Extraction and Classification in Video Surveillance Applications

Civelek, M. & Yazici, A., May 1 2017, In: European Review. 25, 2, p. 246-259 14 p.

Research output: Contribution to journal › Article › peer-review

2 Citations (Scopus)

Rule-based inference and decomposition for distributed in-network processing in wireless sensor networks

Sanli, O., Korpeoglu, I. & Yazici, A., Jan 1 2017, In: Knowledge and Information Systems. 50, 1, p. 231-264 34 p.

Research output: Contribution to journal › Article › peer-review

1 Citation (Scopus)

2016

An adaptive, energy-aware and distributed fault-tolerant topology-control algorithm for heterogeneous wireless sensor networks

Deniz, F., Bagci, H., Korpeoglu, I. & Yazici, A., Jul 1 2016, In: Ad Hoc Networks. 44, p. 104-117 14 p.

Research output: Contribution to journal › Article › peer-review

83 Citations (Scopus)

Conference Report on 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2015) [Conference Reports]

Yazici, A., Pal, N. R. & Kaymak, U., Feb 1 2016, In: IEEE Computational Intelligence Magazine. 11, 1, p. 11-13 3 p., 7379055.

Research output: Contribution to journal › Article › peer-review

Efficient active rule processing in wireless multimedia sensor networks

Oztarak, H., Akkaya, K., Yazici, A. & Sarisaray-Boluk, P., Jan 1 2016, In: International Journal of Ad Hoc and Ubiquitous Computing. 21, 1, p. 64-77 14 p.

Research output: Contribution to journal › Article › peer-review

2015

A distributed fault-tolerant topology control algorithm for heterogeneous wireless sensor networks

Bagci, H., Korpeoglu, I. & Yazici, A., Apr 1 2015, In: IEEE Transactions on Parallel and Distributed Systems. 26, 4, p. 914-923 10 p., 6786025.

Research output: Contribution to journal › Article › peer-review

87 Citations (Scopus)

Indexing Fuzzy Spatiotemporal Data for Efficient Querying: A Meteorological Application

Sozer, A., Yazici, A. & Oguztuzun, H., Oct 1 2015, In: IEEE Transactions on Fuzzy Systems. 23, 5, p. 1399-1413 15 p., 6919333.

Research output: Contribution to journal › Article › peer-review

13 Citations (Scopus)

MOFCA: Multi-objective fuzzy clustering algorithm for wireless sensor networks

Sert, S. A., Bagci, H. & Yazici, A., Jan 1 2015, In: Applied Soft Computing Journal. 30, p. 151-165 15 p.

Research output: Contribution to journal › Article › peer-review

243 Citations (Scopus)

Towards effective image classification using class-specific codebooks and distinctive local features

Altintakan, U. L. & Yazici, A., Mar 1 2015, In: IEEE Transactions on Multimedia. 17, 3, p. 323-332 10 p., 7001714.

Research output: Contribution to journal › Article › peer-review

25 Citations (Scopus)

2014

RELIEF-MM: Effective modality weighting for multimedia information retrieval

Yilmaz, T., Yazici, A. & Kitsuregawa, M., Jan 1 2014, In: Multimedia Systems. 20, 4, p. 389-413 25 p.

Research output: Contribution to journal › Article › peer-review

12 Citations (Scopus)

2013

An energy aware fuzzy approach to unequal clustering in wireless sensor networks

Bagci, H. & Yazici, A., Feb 18 2013, In: Applied Soft Computing Journal. 13, 4, p. 1741-1749 9 p.

Research output: Contribution to journal › Article › peer-review

318 Citations (Scopus)

A semi-automatic text-based semantic video annotation system for Turkish facilitating multilingual retrieval

Küçük, D. & Yazici, A., Jul 1 2013, In: Expert Systems with Applications. 40, 9, p. 3398-3411 14 p.

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Automatic semantic content extraction in videos using a fuzzy ontology and rule-based model

Yildirim, Y., Yazici, A. & Yilmaz, T., Jan 1 2013, In: IEEE Transactions on Knowledge and Data Engineering. 25, 1, p. 47-61 15 p., 6007134.

Research output: Contribution to journal › Article › peer-review

39 Citations (Scopus)

Comparison of feature-based and image registration-based retrieval of image data using multidimensional data access methods

Arslan, S., Yazici, A., Saçan, A., Toroslu, I. H. & Acar, E., Jul 1 2013, In: Data and Knowledge Engineering. 86, p. 124-145 22 p.

Research output: Contribution to journal › Article › peer-review

9 Citations (Scopus)

Efficient tracking of multiple objects in wireless multimedia sensor networks

Öztarak, H., Akkaya, K. & Yazici, A., 2013, In: Ad-Hoc and Sensor Wireless Networks. 19, 3-4, p. 241-276 36 p.

Research output: Contribution to journal › Article › peer-review

5 Citations (Scopus)

2012

A hybrid named entity recognizer for Turkish

Küük, D. & Yazici, A., Feb 15 2012, In: Expert Systems with Applications. 39, 3, p. 2733-2742 10 p.

Research output: Contribution to journal › Article › peer-review

44 Citations (Scopus)

2011

A flexible and scalable audio information retrieval system for mixed-type audio signals

Doǧan, E., Sert, M. & Yazici, A., Oct 1 2011, In: International Journal of Intelligent Systems. 26, 10, p. 952-970 19 p.

Research output: Contribution to journal › Article › peer-review

6 Citations (Scopus)

Exploiting information extraction techniques for automatic semantic video indexing with an application to Turkish news videos

Küçük, D. & Yazici, A., Aug 1 2011, In: Knowledge-Based Systems. 24, 6, p. 844-857 14 p.

Research output: Contribution to journal › Article › peer-review

31 Citations (Scopus)

2010

A decision support system for assessing landfill performance

Çelik, B., Girgin, S., Yazici, A. & Ünlü, K., Jan 1 2010, In: Waste Management. 30, 1, p. 72-81 10 p.

Research output: Contribution to journal › Article › peer-review

14 Citations (Scopus)

Querying fuzzy spatiotemporal databases: Implementation issues

Sözer, A., YazIcI, A., Oǧuztüzün, H. & Petry, F. E., 2010, In: Studies in Computational Intelligence. 271, p. 97-116 20 p.

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Adnan Yazici, PhD

Research output

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