Publications

Navigating change: A transitional year in ballast water management in Canada, 2020

D Ogilvie, M Etemad, SA Bailey

Management of Biological Invasions 16(3), pp. 615-633

Enhancing short-term vessel trajectory prediction with clustering for heterogeneous and multi-modal movement patterns

Md Mahbub Alam, Gabriel Spadon, Mohammad Etemad, Evangelos Milios

Journal Article

Charting the Course of Ship Track Prediction: A Novel Approach for Maritime Traffic Analysis

Lubna Eljabu, Mohammad Etemad, Stan Matwin

IEEE Big Data 2023, pp. 2588-2597

Understanding evolution of maritime networks from automatic identification system data

Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin

GeoInformatica 26(3), pp. 479-503

Discovering Gateway Ports in Maritime Using Temporal Graph Neural Network Port Classification

Dogan Altan, Mohammad Etemad, Dusica Marijan, Tetyana Kholodna

Canadian AI 2022

Spatial Clustering Method of Historical AIS Data for Maritime Traffic Routes Extraction

Lubna Eljabu, Mohammad Etemad, Stan Matwin

IEEE Big Data 2022, pp. 893-902

A Topological Perspective of Port Networks From Three Years of AIS Data

Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares, Mohammad Etemad, Bruno Brandoli, Stan Matwin

SEBD 2022, pp. 268-275

Vessel biofouling as a vector for nonindigenous species introductions in Canada

TR Brinklow, FT Chan, M Etemad, JC Deb, SA Bailey

Canadian Science Advisory Secretariat (CSAS)

Generic Dynamic Data Outsourcing Framework for Integrity Verification

Mohammad Etemad, Alptekin Küpçü

ACM Computing Surveys 53(1), pp. 8:1-8:32

Building navigation networks from multi-vessel trajectory data

Iraklis Varlamis, Ioannis Kontopoulos, Konstantinos Tserpes, Mohammad Etemad, Amílcar Soares Júnior, Stan Matwin

GeoInformatica 25(1), pp. 69-97

SWS: an unsupervised trajectory segmentation algorithm based on change detection

Mohammad Etemad, Amílcar Soares Júnior, Elham Etemad, Jordan Rose, Luís Torgo, Stan Matwin

GeoInformatica 25(2), pp. 269-289

Anomaly Detection in Maritime Domain based on Spatio-Temporal Analysis using GNNs

Lubna Eljabu, Mohammad Etemad, Stan Matwin

ICVISP 2021, pp. 142-147

Developing an advanced information system to support ballast water management

M Etemad, A Soares, P Mudroch, S A. Bailey, S Matwin

Management of Biological Invasions 13

Destination port detection for vessels: An analytic tool for optimizing port authorities resources

L Eljabu, M Etemad, S Matwin

Dalhousie University Halifax

Proof of Storage-Time: Efficiently Checking Continuous Data Availability

Giuseppe Ateniese, Mohammad Etemad, Alptekin Küpçü

NDSS 2020

Top security conference

Wise Sliding Window Segmentation: A Classification-Aided Approach

Mohammad Etemad, Zahra Etemad, Amílcar Soares Júnior, Vania Bogorny, Stan Matwin, Luís Torgo

Canadian AI 2020, pp. 208-219

Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments

Mohammad Etemad, Nader Zare, Mahtab Sarvmaili, Amílcar Soares Júnior, Bruno Brandoli Machado, Stan Matwin

Canadian AI 2020, pp. 220-231

Uncovering vessel movement patterns from AIS data with graph evolution analysis

Emanuele Carlini, Vinicius Monteiro de Lira, Amílcar Soares Júnior, Mohammad Etemad, Bruno Brandoli Machado, Stan Matwin

EDBT/ICDT Workshops 2020

Novel algorithms for trajectory segmentation based on interpolation-based change detection strategies

Mohammad Etemad

Ph.D. Thesis Component

A Network Abstraction of Multi-vessel Trajectory Data for Detecting Anomalies

Iraklis Varlamis, Konstantinos Tserpes, Mohammad Etemad, Amílcar Soares Júnior, Stan Matwin

BMDA Workshop 2019

A Trajectory Segmentation Algorithm Based on Interpolation-based Change Detection

Mohammad Etemad, Amílcar Soares Júnior, Athena Hoseyni, Jordan Rose, Stan Matwin

EDBT/ICDT Workshops 2019

VISTA: A visual analytics platform for semantic annotation of trajectories

Amílcar Soares, Jordan Rose, Mohammad Etemad, Chiara Renso, Stan Matwin

EDBT 2019

Predicting transportation modes of GPS trajectories using feature engineering

Mohammad Etemad, Amílcar Soares Júnior, Stan Matwin

Canadian AI 2018

Efficient Dynamic Searchable Encryption with Forward Privacy

Mohammad Etemad, Alptekin Küpçü, Charalampos Papamanthou, David Evans

PoPETs 2018

Security/Privacy

Robust image watermarking scheme using bit-plane of hadamard coefficients

Elham Etemad, Shadrokh Samavi, S.M.R. Soroushmehr, Nader Karimi, Mohammad Etemad, Shahram Shirani, Kayvan Najarian

Multimedia Tools and Applications 77