Description: Description: Description: Description: Description: Description: Description: Description: Description: Ariella Richardson

Ariella Richardson

 

 
Email: richards at jct.ac.il
Phone: +972-8-971-9268

 

 

 

 

 

 

 

 

 

 

 


I am a lecturer at the Lev Academic Center (also known as Machon Lev / Machon Tal).

I recieved my PhD in Computer Science at Bar-Ilan University where I worked under the supervision of Prof. Sarit Kraus and Prof. Gal Kaminka

CV

 

Teaching

מבוא למדעי המחשב לתעו"נ

מבנה נתונים ואלגוריתמים

ניתוח מערכות מידע א'

מסדי נתונים

ניתוח מערכות מידע ב'

מבוא לבינה מלאכותית

מסחר אלקטרוני ובסיסי נתונים

כריית מידע

 

Research Interests

v  Data Mining for Health Applications

v  Computerized Archeology

v  Automated Agents and Human Behavior

v  Multivariate Classification

v  Machine Learning

Publications

Autonomous Agents and Human Cultures in the TrustRevenge Game, A. Azaria, A. Richardson, and A. Rosenfeld, Autonomous Agents and Multi-Agent Systems (2015)


Behavioral Analysis of Insider Threat: A Survey and Bootstrapped Prediction in Imbalanced Data, A. Azaria, A. Richardson, S. Kraus and V.S. Subrahmanian.
Accepted for publication in IEEE Transactions on Computational Social Systems, November (2014).

 

An Agent for Deception Detection in Discussion Based Environments,

A. Azaria, A. Richardson and S. Kraus. The 18th ACM conference on Computer-Supported Cooperative Work and Social Computing (CSCW 2015).

Behavioral Analysis of Insider Threat: A Survey and Bootstrapped Prediction in Imbalanced Data, A. Azaria, A. Richardson, S. Kraus and V.S. Subrahmanian. Accepted for publication in IEEE Transactions on Computational Social Systems, November (2014).

REEF: Resolving Length Bias in Frequent Sequence Mining Using Sampling, A. Richardson, S. Kraus, G. Kaminka. International Journal On Advances in Intelligent Systems, (2014).

 

Geometrical Feature Extraction for Cuneiforms, A. Richardson and U. Smilansky. Proceedings of The 8th International Conference on the Prestigious Applications of Intelligent Systems (PAIS 2014).

 

An Agent for the Prospect Presentation Problem, A. Azaria, A. Richardson and S. Kraus. 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2014).

 

Automated Agents' Behavior in the Trust Revenge Game in Comparison to Other Cultures, A. Azaria, A. Richardson A.Elmalech, and A Rosenfeld. 13th International Conference on Autonomous Agents and Multiagent Systems (extended abstract) (AAMAS 2014).

 

Geometrical Characterization of the Stylus - A Computer-based Approach, A. Richardson, U. Smilansky and Joachim Marzahn. Eva Cancik-Kirschbaum/Babette Schnitzlein (ed.),Keilschriftartefakte. Untersuchungen zur Materialität von Keilschriftdokumenten, Berliner Beiträge zum Vorderen Orient 25, PeWe-Verlag, Gladbeck 2014.

 

REEF: Resolving Length Bias in Frequent Sequence Mining,

A. Richardson, S. Kraus, G. Kaminka. Proceedings of The Third International Conference on Advances in Information Mining and Management (IMMM 2013).

 

A System for Advice Provision in Multiple Prospect Selection Problems, A. Azaria, A. Richardson and S. Kraus. The ACM Recommender System conference (short paper) (RecSys 2013).

On Automated Agents’ Rationality, A. Azaria, A. Richardson, A. Elmalech, A. Rosenfeld, S. Kraus and D. Sarne. Human-Agent Interaction Design and Models, 2013.

Autonomous Agent for Deception Detection, A. Azaria, A. Richardson and S. Kraus. Human-Agent Interaction Design and Models, 2013.

Mining and Classification of Multivariate Sequential Data, A. Richardson, PhD. Thesis, Bar-Ilan University 2011. pdf

CUBS : Multivariate Sequence Classification Using Bounded Z-score with Sampling, A. Richardson, S. Kraus, G. Kaminka. 4th International Workshop on Mining Multiple Information Sources, (MMIS 2010)


COACH - Cumulative Online Algorithm for Classification of Handwriting Deficiencies, A. Richardson, S. Kraus, P. L. Weiss and S. Rosenblum. Proceedings of the Twentieth Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-08).

Heuristic Routing in Communication Networks, A. Richardson, Msc. Thesis, Bar-Ilan University 2004. pdf

The Traveling Miser Takes Detours, (unpublished) pdf


Awards

Lev Academic Center Outstanding Lecturer Award [2015]

 

Best Paper Award, The Third International Conference on Advances in Information Mining and Management (IMMM) [2013]

Co-authored with Gal A. Kaminka and Sarit Kraus, our paper in the IMMM conference won the best paper award.