Pendidikan

Doktoral:
School of Computer Science and Software Engineering, University of Western Australia, Graduated July 2019
Dissertation: “”An Effective Sensor Placement Strategy to Quantify Multiple Small Leaks in Water Distribution Networks using Lean Graphs””
Supervisor: Prof. Rachel Cardell-Oliver, Ph.D,  Prof. Amitava Datta, Ph.D

Master:
Graduate School of Information Technology, Monash University, Australia, Graduated July 2009
Thesis: “Distributed data stream classification for wireless sensor networks”
Supervisor: Prof, Dr. Mohamed Medhat Gaber

Bachelor:
Teknik Informatika, Institut Teknologi Sepuluh Nopember, Indonesia, Graduated September 2004
Final Project: “Image Database Indexing with Vector Quantization using Fair Share Amout Algorithm”
Supervisor: Dr. Febriliyan Samopa, Dr. Darlis Herumurti

Penelitian

Bidang
Data Mining, Wireless Sensor Network, Graph Applications

Jurnal
2020:
– Shiddiqi, A.M., Cardell-Oliver, R., Datta, A. An Advanced Sensor Placement Strategy for Small Leaks Quantification Using Lean Graphs. Water 2020, 12, 3439. https://doi.org/10.3390/w12123439
– Junaidi, Wibowo, P., Yuniasri, D., Damayanti, P., Shiddiqi, A.M., Pratomo, B.A., “APPLIED MACHINE LEARNING IN LOAD BALANCING,” Jurnal Ilmiah Teknologi Informasi (JUTI), 2020, vol 18, no 2, pp. 76-84, doi: http://dx.doi.org/10.12962/j24068535.v18i2.a940
– Suadi, W., Djanali, S., Wibisono, W., Anggoro, R., Shiddiqi, A.M., “REPLACEMENT FOR SOLID STATE DRIVE USING GHOST-CACHE,” Jurnal Ilmiah Teknologi Informasi (JUTI), 2020, vol 18, no 2, pp. 94-101, doi: http://dx.doi.org/10.12962/j24068535.v18i2.a986
– Shiddiqi, A.M., “INCREASING THE ROBUSTNESS OF CLASSIFICATION ALGORITHMS TO QUANTIFY LEAKS THROUGH OPTIMIZATION,” Jurnal Ilmiah Teknologi Informasi (JUTI), 2020, vol 18, no 1, pp. 1-8, doi: ttp://dx.doi.org/10.12962/j24068535.v18i1.a841

Konferensi
2021:
– N. G. Razafindrobelina, R. Anggoro and A. M. Shiddiqi, “The development of a routing protocol based on Reverse-AODV by considering an energy threshold in VANET,” 2021 IEEE International IOT, Electronics, and Mechatronics Conference (IEMTRONICS), 2021, pp. 1-7, doi: 10.1109/IEMTRONICS52119.2021.9422592.
– Santoso, B. J., A. M. Shiddiqi, Kusuma, R.,”A Heuristic Load Balancing Algorithm for Cloud Computing in Heterogeneous Resource Environment”, The 5th International Conference on Information Technology and Digital Applications (ICITDA 2020), 13th-14th November 2020, Yogyakarta, Indonesia, Vol. 1077, no. 1, pp. 12-16, IOP Publshing, doi: 10.1088/1757-899x/1077/1/012016

2020:
– A. M. Shiddiqi, R. M. Ijtihadie and M. I. I. Haq, “Internet of Things Based User Oriented Wi-Fi Quality Analyzer,” 2020 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM), 2020, pp. 292-296, doi: 10.1109/CENIM51130.2020.9297999.
– R. Anggoro, W. Suadi, A. M. Shiddiqi, R. Ijtihadie, S. Lili and D. W. L. Pamungkas, “The Development Of Blackhole Attack In AODV Routing Protocol,” 2020 International Conference on Computer Engineering, Network, and Intelligent Multimedia (CENIM), 2020, pp. 309-314, doi: 10.1109/CENIM51130.2020.9297962.
2019:
– A. M. Shiddiqi, W. Wibisono and C. Zhain, “An Enhanced Sensor Placement Strategy to Quantify Small Leaks in Water Distribution Networks using Weighted Lean Graphs,” 2019 International Conference on Computer, Control, Informatics and its Applications (IC3INA), 2019, pp. 134-139, doi: 10.1109/IC3INA48034.2019.8949583.
– A. M. Shiddiqi, F. Baskoro, A. Y. Wijaya and H. Studiawan, “Sensor Energy Preservation for Leak Quantification using Distance-Based Feature Selection Method,” 2019 12th International Conference on Information & Communication Technology and System (ICTS), 2019, pp. 316-322, doi: 10.1109/ICTS.2019.8850942.
2017:
– A. M. Shiddiqi, Cardell-Oliver, R., and Datta, A., 2017. “Sensor placement strategy for locating leaks using lean graphs”, In Proceedings of the 3rd International Workshop on Cyber-Physical Systems for Smart Water Networks (CySWATER ’17). Association for Computing Machinery, New York, NY, USA, 11–14. DOI:https://doi.org/10.1145/3055366.3055372
2015:
– Cuzzocrea A., Gaber M.M., Shiddiqi A.M. (2015) Distributed Classification of Data Streams: An Adaptive Technique. In: Madria S., Hara T. (eds) Big Data Analytics and Knowledge Discovery. DaWaK 2015. Lecture Notes in Computer Science, vol 9263. Springer, Cham. https://doi.org/10.1007/978-3-319-22729-0_23
2014:
– S. Djanali, F. X. Arunanto, B. A. Pratomo, A. Baihaqi, H. Studiawan and A. M. Shiddiqi, “Aggressive web application honeypot for exposing attacker’s identity,” 2014 The 1st International Conference on Information Technology, Computer, and Electrical Engineering, 2014, pp. 212-216, doi: 10.1109/ICITACEE.2014.7065744.
– Alfredo Cuzzocrea, Mohamed Medhat Gaber, and Ary Mazharuddin Shiddiqi. 2014. Adaptive data stream mining for wireless sensor networks. In Proceedings of the 18th International Database Engineering & Applications Symposium (IDEAS ’14). Association for Computing Machinery, New York, NY, USA, 284–287. DOI:https://doi.org/10.1145/2628194.2628213
2011
– J. M. Parenreng, M. I. Syarif, S. Djanali and A. M. Shiddiqi, “Performance analysis of resource-aware framework classification, clustering and frequent items in wireless sensor networks,” Proceeding of the International Conference on e-Education, Entertainment and e-Management, 2011, pp. 117-120, doi: 10.1109/ICeEEM.2011.6137858.
– M. I. Syarif, J. M. Parenreng, S. Djanali and A. M. Shiddiqi, “A Distance Vector Algorithm for Wireless Sensor Networks by combining Resource-Aware framework,” 2011 International Conference on Advanced Computer Science and Information Systems, 2011, pp. 69-72.
2010
– Gaber, M.M., and Shiddiqi, A.M., 2010. Distributed data stream classification for wireless sensor networks. In Proceedings of the 2010 ACM Symposium on Applied Computing (SAC ’10). Association for Computing Machinery, New York, NY, USA, 1629–1630. DOI:https://doi.org/10.1145/1774088.1774439

Buku
– Shiddiqi, Ary & Cardell-Oliver, Rachel & Datta, Amitava. (2018). Sensing-Based Leak Quantification Techniques in Water Distribution Systems. 10.1201/b21948-5. 

Hibah Penelitian

Internasional

–  Cooperative Research Center – Water Sensitive Cities Australia 2014 – 2017

Domestik (selected)

– ITS research funding 2022, Monitoring Penggunaan Listrik Menggunakan Data Stream Mining dan Algoritma Granularity Settings (leader)
– ITS research funding 2022, Deteksi Aritmia berbasis Photoplethysmography (PPG) pada Video (leader)
– ITS consortium research funding 2022, Pembangunan Dashboard Deteksi Kebocoran Pipa Air Dengan Menggunakan Sensor Ultrasonic Water Flowmeter Terdistribusi (leader)
– Ristek BRIN funding 2021, Strategi penempatan sensor arus untuk mendeteksi dan menemukan kebocoran pada jaringan distribusi air (leader)
– ITS research funding 2021, Strategi Penempatan Sensor Arus untuk Deteksi Korosi dalam Saluran Pipa Air (leader)
– ITS research funding 2020, Monitoring Jaringan Komputer Menggunakan Internet of Things berbasis Wemos D1 ESP6288 (leader)
– ITS research funding 2020, Pengembangan Routing Protocol Ad-hoc On Demand Vector dengan Metode Clustering dan Ant Colony pada Vehicular Ad-hoc Networks (member)
– ITS research funding 2019, Pengembangan Mekanisme Komputasi Offloading Untuk Peningkatan Kinerja dan Efisiensi Sumber Daya Pada Perangkat Bergerak Di Lingkungan Nirkabel (member)

Promotorship

– Dr. Yudhi Purwananto, S.Kom, M.Kom – “Model Optimasi Untuk Penyelesaian Permasalahan Collision Avoidance Pada Lalu Lintas Udara Berdasarkan Perubahan Pergerakan Pesawat Dan Kondisi Awan Dinamis” – (LULUS 2020)
– Dr. Wahyu Suadi, S.Kom, M.Kom – “Simulasi Trace dan Filesystem untuk Page Replacement Policy pada cache di media SSD” –  (LULUS 2021)
– Henning Titi Ciptaningtyas – “Virtual Resources Provisioning in a Cloud Computing Environment Using Hybrid Methods” – (2021 – sekarang)
– Alvida Mustika Rukmi, S.Si, M.Si – “Penggunaan Karakteristik Geometri Khususnya Diagram Voronoi Untuk Mendukung Teori Graf Dalam Penguatan Metodologi Di Penambangan Data Dan Machine Learning” – (2022 – sekarang)
– Hendro, S.Kom., M.M., M.TI. – “Customer Churn Prediction Menggunakan Machine Learning Berdasarkan Cost Sensitive Learning dan Ensembling Learning” – (2022 – sekarang)
– Kristina,S.T.,M.Kom. – “Retrieving Missing-link Di Dalam Model Proses Bisnis Hasil Ekstraksi Dari Dokumen Informal Menggunakan Repository” – (2022 – sekarang)
– Sherly Ardhya Garini – “Multi-Criteria Decision Making (MCDM) pada Algoritma Machine Learning untuk Prediksi Log dan Interpretasi Litologi dari Data Well Log dalam Upaya Mendukung Penentuan Potensi Reservoir Menuju Kemandirian Energi Nasional” – (2023 – sekarang)
Mustafa Kamal – “Optimasi Algoritma Machine Learning pada Deteksi Perubahan Perilaku Jaringan Distribusi Air untuk Peningkatan Akurasi Prediksi Kebutuhan Air Bersih” – (2023 – sekarang)