John G Ullman & Associates 13F-HR Quarterly holdings report by institutional manager

The Securities and Exchange Commission has not necessarily reviewed the information in this filing and has not determined if it is accurate and complete.
The reader should not assume that the information is accurate and complete.

UNITED STATES SECURITIES AND EXCHANGE COMMISSION
Washington, D.C. 20549
FORM 13F

FORM 13F INFORMATION TABLE

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COLUMN 1	COLUMN 2	COLUMN 3	COLUMN 4	COLUMN 5			COLUMN 6	COLUMN 7	COLUMN 8
			VALUE	SHRS OR	SH/	PUT/	INVESTMENT	OTHER	VOTING AUTHORITY
NAME OF ISSUER	TITLE OF CLASS	CUSIP	(x$1000)	PRN AMT	PRN	CALL	DISCRETION	MANAGER	SOLE	SHARED	NONE
3M CO MMM	COM	88579Y101	3,424	19,173	SH		SOLE		0	0	19,173
ABBOTT LABORATORIES ABT	COM	002824100	7,666	199,571	SH		SOLE		0	0	199,571
ADVANCED MICRO DEVICES AMD	COM	007903107	113	10,000	SH		SOLE		0	0	10,000
AECOM ACM	COM	00766T100	596	16,400	SH		SOLE		0	0	16,400
AGCO CORP AGCO	COM	001084102	4,467	77,200	SH		SOLE		0	0	77,200
ALPHABET INC-CL A GOOGL	COM	02079K305	1,285	1,622	SH		SOLE		0	0	1,622
ALPHABET INC-CL C GOOG	COM	02079K107	1,344	1,741	SH		SOLE		0	0	1,741
AMERICAN CAPITAL LTD ACAS	COM	02503Y103	1,926	107,451	SH		SOLE		0	0	107,451
AMERICAN DEFENSE SYSTEMS INC A	COM	025351107	0	50,000	SH		SOLE		0	0	50,000
AMERICAN SOFTWARE INC-CL A AMS	COM	029683109	4,327	418,885	SH		SOLE		0	0	418,885
AMGEN INC AMGN	COM	031162100	2,883	19,721	SH		SOLE		0	0	19,721
APPLE INC AAPL	COM	037833100	2,207	19,052	SH		SOLE		0	0	19,052
APPLIED MATERIALS INC AMAT	COM	038222105	5,050	156,477	SH		SOLE		0	0	156,477
ARCHER-DANIELS-MIDLAND CO ADM	COM	039483102	1,534	33,600	SH		SOLE		0	0	33,600
AUTOHOME INC-ADR ATHM	COM	05278C107	2,103	83,200	SH		SOLE		0	0	83,200
AUTOZONE INC AZO	COM	053332102	237	300	SH		SOLE		0	0	300
AVALON ADVANCED MATERIALS IN A	COM	05337L106	2	18,750	SH		SOLE		0	0	18,750
BANK OF NOVA SCOTIA BNS	COM	064149107	6,242	112,100	SH		SOLE		0	0	112,100
BAXTER INTERNATIONAL INC BAX	COM	071813109	4,596	103,646	SH		SOLE		0	0	103,646
BCE INC BCE	COM	05534B760	5,847	135,227	SH		SOLE		0	0	135,227
BERKSHIRE HATHAWAY INC-CL B BR	COM	084670702	558	3,425	SH		SOLE		0	0	3,425
BLACKROCK INC BLK	COM	09247X101	533	1,400	SH		SOLE		0	0	1,400
BLUE BIRD CORP BLBD	COM	095306106	749	48,500	SH		SOLE		0	0	48,500
BRISTOL-MYERS SQUIBB CO BMY	COM	110122108	8,046	137,684	SH		SOLE		0	0	137,684
BROOKS AUTOMATION INC BRKS	COM	114340102	9,468	554,674	SH		SOLE		0	0	554,674
CALAMP CORP CAMP	COM	128126109	2,619	180,600	SH		SOLE		0	0	180,600
CALGON CARBON CORP CCC	COM	129603106	3,735	219,700	SH		SOLE		0	0	219,700
CHEMUNG FINANCIAL CORP CHMG	COM	164024101	5,146	141,563	SH		SOLE		0	0	141,563
CHICAGO BRIDGE & IRON CO NV CB	COM	167250109	3,048	96,000	SH		SOLE		0	0	96,000
CIENA CORP CIEN	COM	171779309	3,915	160,400	SH		SOLE		0	0	160,400
CIGNA CORP CI	COM	125509109	320	2,400	SH		SOLE		0	0	2,400
CISCO SYSTEMS INC CSCO	COM	17275R102	748	24,765	SH		SOLE		0	0	24,765
COCA-COLA CO/THE KO	COM	191216100	1,311	31,624	SH		SOLE		0	0	31,624
CONOCOPHILLIPS COP	COM	20825C104	6,638	132,385	SH		SOLE		0	0	132,385
CORNING INC GLW	COM	219350105	21,772	897,068	SH		SOLE		0	0	897,068
DANAHER CORP DHR	COM	235851102	389	5,000	SH		SOLE		0	0	5,000
DENTSPLY SIRONA INC XRAY	COM	24906P109	2,755	47,723	SH		SOLE		0	0	47,723
DOUGLAS DYNAMICS INC PLOW	COM	25960R105	1,607	47,771	SH		SOLE		0	0	47,771
DST SYSTEMS INC DST	COM	233326107	552	5,150	SH		SOLE		0	0	5,150
DUKE ENERGY CORP DUK	COM	26441C204	6,802	87,631	SH		SOLE		0	0	87,631
ELMIRA SAVINGS BANK ESBK	COM	289660102	1,131	55,300	SH		SOLE		0	0	55,300
EMERSON ELECTRIC CO EMR	COM	291011104	17,062	306,050	SH		SOLE		0	0	306,050
EVERI HOLDINGS INC EVRI	COM	30034T103	22	10,000	SH		SOLE		0	0	10,000
EXELON CORP EXC	COM	30161N101	5,821	164,030	SH		SOLE		0	0	164,030
EXXON MOBIL CORP XOM	COM	30231G102	16,307	180,670	SH		SOLE		0	0	180,670
FLOWSERVE CORP FLS	COM	34354P105	2,662	55,405	SH		SOLE		0	0	55,405
GENERAL ELECTRIC CO GE	COM	369604103	1,362	43,092	SH		SOLE		0	0	43,092
GENERAL MOTORS CO GM	COM	37045V100	7,942	227,961	SH		SOLE		0	0	227,961
GLAXOSMITHKLINE PLC-SPON ADR G	COM	37733W105	4,685	121,648	SH		SOLE		0	0	121,648
GRANITE CONSTRUCTION INC GVA	COM	387328107	13,536	246,102	SH		SOLE		0	0	246,102
GREAT PLAINS ENERGY INC GXP	COM	391164100	5,591	204,410	SH		SOLE		0	0	204,410
GSV CAPITAL CORP GSVC	COM	36191J101	51	10,100	SH		SOLE		0	0	10,100
HALLIBURTON CO HAL	COM	406216101	3,742	69,184	SH		SOLE		0	0	69,184
HARDINGE INC HDNG	COM	412324303	1,367	123,410	SH		SOLE		0	0	123,410
HONEYWELL INTERNATIONAL INC HO	COM	438516106	6,985	60,297	SH		SOLE		0	0	60,297
IDACORP INC IDA	COM	451107106	4,934	61,260	SH		SOLE		0	0	61,260
II-VI INC IIVI	COM	902104108	326	11,000	SH		SOLE		0	0	11,000
INGERSOLL-RAND PLC IR	COM	G47791101	7,822	104,234	SH		SOLE		0	0	104,234
INTEL CORP INTC	COM	458140100	12,686	349,753	SH		SOLE		0	0	349,753
INTL BUSINESS MACHINES CORP IB	COM	459200101	8,126	48,954	SH		SOLE		0	0	48,954
JOHNSON & JOHNSON JNJ	COM	478160104	22,401	194,432	SH		SOLE		0	0	194,432
LANDEC CORP LNDC	COM	514766104	5,278	382,475	SH		SOLE		0	0	382,475
LINDSAY CORP LNN	COM	535555106	11,873	159,132	SH		SOLE		0	0	159,132
MANHATTAN SCIENTIFICS INC MHTX	COM	563122100	7	145,000	SH		SOLE		0	0	145,000
MDU RESOURCES GROUP INC MDU	COM	552690109	5,480	190,475	SH		SOLE		0	0	190,475
MEDTRONIC PLC MDT	COM	G5960L103	268	3,756	SH		SOLE		0	0	3,756
MENTOR GRAPHICS CORP MENT	COM	587200106	4,496	121,867	SH		SOLE		0	0	121,867
MERCK & CO. INC. MRK	COM	58933Y105	12,647	214,822	SH		SOLE		0	0	214,822
MICROSOFT CORP MSFT	COM	594918104	6,765	108,867	SH		SOLE		0	0	108,867
MONSANTO CO MON	COM	61166W101	4,507	42,840	SH		SOLE		0	0	42,840
MOSAIC CO/THE MOS	COM	61945C103	1,279	43,600	SH		SOLE		0	0	43,600
NEOGEN CORP NEOG	COM	640491106	2,614	39,601	SH		SOLE		0	0	39,601
NEW YORK COMMUNITY BANCORP NYC	COM	649445103	2,794	175,600	SH		SOLE		0	0	175,600
NEXTERA ENERGY INC NEE	COM	65339F101	5,248	43,935	SH		SOLE		0	0	43,935
OCLARO INC OCLR	COM	67555N206	221	24,700	SH		SOLE		0	0	24,700
OGE ENERGY CORP OGE	COM	670837103	6,054	181,001	SH		SOLE		0	0	181,001
ORBOTECH LTD ORBK	COM	M75253100	2,447	73,242	SH		SOLE		0	0	73,242
OTTER TAIL CORP OTTR	COM	689648103	1,624	39,800	SH		SOLE		0	0	39,800
PAYCHEX INC PAYX	COM	704326107	233	3,825	SH		SOLE		0	0	3,825
PEPSICO INC PEP	COM	713448108	210	2,005	SH		SOLE		0	0	2,005
PFIZER INC PFE	COM	717081103	14,919	459,344	SH		SOLE		0	0	459,344
PHILLIPS 66 PSX	COM	718546104	404	4,674	SH		SOLE		0	0	4,674
PUBLIC SERVICE ENTERPRISE GP P	COM	744573106	2,815	64,160	SH		SOLE		0	0	64,160
QUEST DIAGNOSTICS INC DGX	COM	74834L100	4,710	51,249	SH		SOLE		0	0	51,249
REGENERON PHARMACEUTICALS REGN	COM	75886F107	349	950	SH		SOLE		0	0	950
SCHLUMBERGER LTD SLB	COM	806857108	14,701	175,112	SH		SOLE		0	0	175,112
SIGNATURE BANK SBNY	COM	82669G104	1,802	12,000	SH		SOLE		0	0	12,000
ST JUDE MEDICAL INC STJ	COM	790849103	5,899	73,568	SH		SOLE		0	0	73,568
STRYKER CORP SYK	COM	863667101	1,384	11,550	SH		SOLE		0	0	11,550
SUN HYDRAULICS CORP SNHY	COM	866942105	3,774	94,425	SH		SOLE		0	0	94,425
SUPERVALU INC SVU	COM	868536103	47	10,000	SH		SOLE		0	0	10,000
SWISS HELVETIA FUND SWZ	COM	870875101	2,083	203,993	SH		SOLE		0	0	203,993
SYNGENTA AG-ADR SYT	COM	87160A100	2,628	33,250	SH		SOLE		0	0	33,250
TE CONNECTIVITY LTD TEL	COM	H84989104	9,339	134,800	SH		SOLE		0	0	134,800
THERMO FISHER SCIENTIFIC INC T	COM	883556102	3,800	26,933	SH		SOLE		0	0	26,933
TOMPKINS FINANCIAL CORP TMP	COM	890110109	259	2,740	SH		SOLE		0	0	2,740
VERIZON COMMUNICATIONS INC VZ	COM	92343V104	212	3,967	SH		SOLE		0	0	3,967
VIAVI SOLUTIONS INC VIAV	COM	925550105	980	119,800	SH		SOLE		0	0	119,800
WAL-MART STORES INC WMT	COM	931142103	8,281	119,800	SH		SOLE		0	0	119,800
WALT DISNEY CO/THE DIS	COM	254687106	382	3,670	SH		SOLE		0	0	3,670
WATTS WATER TECHNOLOGIES-A WTS	COM	942749102	5,081	77,925	SH		SOLE		0	0	77,925
XEROX CORP XRX	COM	984121103	2,622	300,333	SH		SOLE		0	0	300,333
XYLEM INC XYL	COM	98419M100	2,013	40,650	SH		SOLE		0	0	40,650
ZIMMER BIOMET HOLDINGS INC ZBH	COM	98956P102	1,255	12,160	SH		SOLE		0	0	12,160
ROYAL HAWAIIAN ORCHARDS LP NNU	LTD	78028T100	471	167,699	SH		SOLE		0	0	167,699
NOVARTIS AG-SPONSORED ADR NVS	ADR	66987V109	7,646	104,964	SH		SOLE		0	0	104,964
SHIRE PLC-ADR SHPG	ADR	82481R106	631	3,702	SH		SOLE		0	0	3,702
TAIWAN SEMICONDUCTOR-SP ADR TS	ADR	874039100	305	10,600	SH		SOLE		0	0	10,600
TELECOM ARGENTINA SA-SP ADR TE	ADR	879273209	1,683	92,600	SH		SOLE		0	0	92,600
GUGGENHEIM S&P GLOBAL WATER CG	ETF	18383Q507	4,824	169,550	SH		SOLE		0	0	169,550
ISHARES CORE U.S. AGGREGATE AG	ETF	464287226	1,041	9,632	SH		SOLE		0	0	9,632
ISHARES EDGE MSCI MIN VOL EM E	ETF	464286533	2,344	47,933	SH		SOLE		0	0	47,933
ISHARES MSCI AUSTRALIA ETF EWA	ETF	464286103	2,330	115,200	SH		SOLE		0	0	115,200
ISHARES MSCI CANADA ETF EWC	ETF	464286509	2,727	104,275	SH		SOLE		0	0	104,275
ISHARES MSCI SINGAPORE CAPPE E	ETF	46434G780	2,909	145,936	SH		SOLE		0	0	145,936
POWERSHARES WILDERH CLEAN EN P	ETF	73935X500	556	151,050	SH		SOLE		0	0	151,050
SPDR S&P BIOTECH ETF XBI	ETF	78464A870	3,428	57,920	SH		SOLE		0	0	57,920
SPDR S&P REGIONAL BANKING KRE	ETF	78464A698	361	6,500	SH		SOLE		0	0	6,500
UTILITIES SELECT SECTOR SPDR X	ETF	81369Y886	481	9,900	SH		SOLE		0	0	9,900
VANGUARD SHORT-TERM BOND ETF B	ETF	921937827	698	8,786	SH		SOLE		0	0	8,786